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Posted to commits@commons.apache.org by ah...@apache.org on 2019/11/08 18:51:57 UTC

[commons-numbers] 30/32: Fixed checkstyle in gamma.

This is an automated email from the ASF dual-hosted git repository.

aherbert pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/commons-numbers.git

commit 6592e777fa5ea084f46252f2ecff71772ac19674
Author: aherbert <ah...@apache.org>
AuthorDate: Fri Nov 8 18:33:02 2019 +0000

    Fixed checkstyle in gamma.
    
    Changed all classes with private constructors to final.
    
    Updated whitespace around array initializers in tests.
---
 .../org/apache/commons/numbers/gamma/Digamma.java  |    3 +-
 .../java/org/apache/commons/numbers/gamma/Erf.java |    3 +-
 .../commons/numbers/gamma/ErfDifference.java       |    3 +-
 .../org/apache/commons/numbers/gamma/Erfc.java     |    3 +-
 .../org/apache/commons/numbers/gamma/Gamma.java    |    3 +-
 .../apache/commons/numbers/gamma/InvGamma1pm1.java |    4 +-
 .../apache/commons/numbers/gamma/InverseErf.java   |    3 +-
 .../apache/commons/numbers/gamma/InverseErfc.java  |    3 +-
 .../numbers/gamma/LanczosApproximation.java        |    3 +-
 .../org/apache/commons/numbers/gamma/LogBeta.java  |   16 +-
 .../org/apache/commons/numbers/gamma/LogGamma.java |    3 +-
 .../apache/commons/numbers/gamma/LogGamma1p.java   |    3 +-
 .../apache/commons/numbers/gamma/LogGammaSum.java  |    3 +-
 .../commons/numbers/gamma/RegularizedBeta.java     |    3 +-
 .../commons/numbers/gamma/RegularizedGamma.java    |    7 +-
 .../org/apache/commons/numbers/gamma/Trigamma.java |    3 +-
 .../apache/commons/numbers/gamma/DigammaTest.java  |   10 +-
 .../commons/numbers/gamma/ErfDifferenceTest.java   |    6 +-
 .../org/apache/commons/numbers/gamma/ErfTest.java  |    2 +-
 .../apache/commons/numbers/gamma/GammaTest.java    |  923 +++++++++---------
 .../commons/numbers/gamma/InvGamma1pm1Test.java    |   44 +-
 .../commons/numbers/gamma/InverseErfcTest.java     |    2 +-
 .../apache/commons/numbers/gamma/LogBetaTest.java  | 1008 ++++++++++----------
 .../commons/numbers/gamma/LogGamma1pTest.java      |   38 +-
 .../commons/numbers/gamma/LogGammaSumTest.java     |  168 ++--
 .../apache/commons/numbers/gamma/LogGammaTest.java |  304 +++---
 .../apache/commons/numbers/gamma/TrigammaTest.java |   26 +-
 27 files changed, 1287 insertions(+), 1310 deletions(-)

diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Digamma.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Digamma.java
index e30a1ff..c96d740 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Digamma.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Digamma.java
@@ -26,8 +26,7 @@ package org.apache.commons.numbers.gamma;
  *
  * @see Gamma
  */
-public class Digamma {
-
+public final class Digamma {
     /** <a href="http://en.wikipedia.org/wiki/Euler-Mascheroni_constant">Euler-Mascheroni constant</a>. */
     private static final double GAMMA = 0.577215664901532860606512090082;
 
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erf.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erf.java
index eba9a7c..4434b58 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erf.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erf.java
@@ -19,8 +19,7 @@ package org.apache.commons.numbers.gamma;
 /**
  * <a href="http://mathworld.wolfram.com/Erf.html">Error function</a>.
  */
-public class Erf {
-
+public final class Erf {
     /** Private constructor. */
     private Erf() {
         // intenitonal empty.
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/ErfDifference.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/ErfDifference.java
index 2c2e70d..1fbd36f 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/ErfDifference.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/ErfDifference.java
@@ -19,8 +19,7 @@ package org.apache.commons.numbers.gamma;
 /**
  * Computes the difference between {@link Erf error function values}.
  */
-public class ErfDifference {
-
+public final class ErfDifference {
     /**
      * This number solves {@code erf(x) = 0.5} within 1 ulp.
      * More precisely, the current implementations of
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erfc.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erfc.java
index b5b7752..07a7cbc 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erfc.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Erfc.java
@@ -19,8 +19,7 @@ package org.apache.commons.numbers.gamma;
 /**
  * <a href="http://mathworld.wolfram.com/Erfc.html">Complementary error function</a>.
  */
-public class Erfc {
-
+public final class Erfc {
     /** Private constructor. */
     private Erfc() {
         // intentionally empty.
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Gamma.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Gamma.java
index 9b1c5aa..2698a73 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Gamma.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Gamma.java
@@ -30,8 +30,7 @@ package org.apache.commons.numbers.gamma;
  * This class is immutable.
  * </p>
  */
-public class Gamma {
-
+public final class Gamma {
     /** &radic;(2&pi;). */
     private static final double SQRT_TWO_PI = 2.506628274631000502;
 
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InvGamma1pm1.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InvGamma1pm1.java
index f98fed5..710ccdd 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InvGamma1pm1.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InvGamma1pm1.java
@@ -21,9 +21,7 @@ package org.apache.commons.numbers.gamma;
  *
  * Class is immutable.
  */
-class InvGamma1pm1 {
-
-
+final class InvGamma1pm1 {
     /*
      * Constants copied from DGAM1 in the NSWC library.
      */
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErf.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErf.java
index 6944e38..95c9966 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErf.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErf.java
@@ -26,8 +26,7 @@ package org.apache.commons.numbers.gamma;
  * The source code is available <a href="http://gpucomputing.net/?q=node/1828">here</a>.
  * </p>
  */
-public class InverseErf {
-
+public final class InverseErf {
     /** Private constructor. */
     private InverseErf() {
         // intentionally empty.
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErfc.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErfc.java
index 8cef231..513ea49 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErfc.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/InverseErfc.java
@@ -26,8 +26,7 @@ package org.apache.commons.numbers.gamma;
  * The source code is available <a href="http://gpucomputing.net/?q=node/1828">here</a>.
  * </p>
  */
-public class InverseErfc {
-
+public final class InverseErfc {
     /** Private constructor. */
     private InverseErfc() {
         // intentional empty.
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LanczosApproximation.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LanczosApproximation.java
index 5440d47..8005561 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LanczosApproximation.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LanczosApproximation.java
@@ -31,8 +31,7 @@ package org.apache.commons.numbers.gamma;
  * <a href="http://my.fit.edu/~gabdo/gamma.txt">Note on the computation
  * of the convergent Lanczos complex Gamma approximation</a>.
  */
-public class LanczosApproximation {
-
+public final class LanczosApproximation {
     /** \( g = \frac{607}{128} \). */
     private static final double LANCZOS_G = 607d / 128d;
     /** Lanczos coefficients. */
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogBeta.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogBeta.java
index b394300..04ea5b8 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogBeta.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogBeta.java
@@ -22,20 +22,18 @@ package org.apache.commons.numbers.gamma;
  * This class is immutable.
  * </p>
  */
-public class LogBeta {
-
-
+public final class LogBeta {
     /** The constant value of ½log 2π. */
     private static final double HALF_LOG_TWO_PI = 0.9189385332046727;
 
     /**
-     * <p>
      * The coefficients of the series expansion of the Δ function. This function
-     * is defined as follows
-     * </p>
-     * <center>Δ(x) = log Γ(x) - (x - 0.5) log a + a - 0.5 log 2π,</center>
+     * is defined as follows:
+     * <pre>
+     * Δ(x) = log Γ(x) - (x - 0.5) log a + a - 0.5 log 2π,
+     * </pre>
      * <p>
-     * see equation (23) in Didonato and Morris (1992). The series expansion,
+     * See equation (23) in Didonato and Morris (1992). The series expansion,
      * which applies for x ≥ 10, reads
      * </p>
      * <pre>
@@ -46,7 +44,7 @@ public class LogBeta {
      *             x  /      n
      *                ====
      *                n = 0
-     * <pre>
+     * </pre>
      */
     private static final double[] DELTA = {
         .833333333333333333333333333333E-01,
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma.java
index 4e491be..f367f20 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma.java
@@ -21,8 +21,7 @@ package org.apache.commons.numbers.gamma;
  *
  * Class is immutable.
  */
-public class LogGamma {
-
+public final class LogGamma {
     /** Lanczos constant. */
     private static final double LANCZOS_G = 607d / 128d;
     /** Performance. */
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma1p.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma1p.java
index 95da30c..6940eda 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma1p.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGamma1p.java
@@ -21,8 +21,7 @@ package org.apache.commons.numbers.gamma;
  *
  * Class is immutable.
  */
-class LogGamma1p {
-
+final class LogGamma1p {
     /** Private constructor. */
     private LogGamma1p() {
         // intentionally empty
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGammaSum.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGammaSum.java
index b437b35..299d281 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGammaSum.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/LogGammaSum.java
@@ -22,8 +22,7 @@ package org.apache.commons.numbers.gamma;
  * This class is immutable.
  * </p>
  */
-class LogGammaSum {
-
+final class LogGammaSum {
     /** Private constructor. */
     private LogGammaSum() {
         // intentionally empty
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedBeta.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedBeta.java
index f93a697..2a4d4fa 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedBeta.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedBeta.java
@@ -25,8 +25,7 @@ import org.apache.commons.numbers.fraction.ContinuedFraction;
  * This class is immutable.
  * </p>
  */
-public class RegularizedBeta {
-
+public final class RegularizedBeta {
     /** Maximum allowed numerical error. */
     private static final double DEFAULT_EPSILON = 1e-14;
 
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedGamma.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedGamma.java
index e3eb69a..031cb59 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedGamma.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/RegularizedGamma.java
@@ -24,8 +24,7 @@ import org.apache.commons.numbers.fraction.ContinuedFraction;
  *
  * Class is immutable.
  */
-public class RegularizedGamma {
-
+public final class RegularizedGamma {
     /** Maximum allowed numerical error. */
     private static final double DEFAULT_EPSILON = 1e-15;
 
@@ -40,7 +39,7 @@ public class RegularizedGamma {
      *
      * Class is immutable.
      */
-    public static class P {
+    public static final class P {
         /** Prevent instantiation. */
         private P() {}
 
@@ -127,7 +126,7 @@ public class RegularizedGamma {
      *
      * Class is immutable.
      */
-    public static class Q {
+    public static final class Q {
         /** Prevent instantiation. */
         private Q() {}
 
diff --git a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Trigamma.java b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Trigamma.java
index 487b6c3..0eef4e3 100644
--- a/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Trigamma.java
+++ b/commons-numbers-gamma/src/main/java/org/apache/commons/numbers/gamma/Trigamma.java
@@ -22,8 +22,7 @@ package org.apache.commons.numbers.gamma;
  * It is the derivative of the {@link Digamma digamma function}:
  * \( \psi_1(x) = \frac{d^2}{dx^2} (\ln \Gamma(x)) \).
  */
-public class Trigamma {
-
+public final class Trigamma {
     /** C limit. */
     private static final double C_LIMIT = 49;
 
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/DigammaTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/DigammaTest.java
index 6985104..1d708bd 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/DigammaTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/DigammaTest.java
@@ -45,11 +45,11 @@ public class DigammaTest {
         // values for negative powers of 10 from 1 to 30 as computed by webMathematica with 20 digits
         // see functions.wolfram.com
         double[] expected = {-10.423754940411076795, -100.56088545786867450, -1000.5755719318103005,
-                -10000.577051183514335, -100000.57719921568107, -1.0000005772140199687e6, -1.0000000577215500408e7,
-                -1.0000000057721564845e8, -1.0000000005772156633e9, -1.0000000000577215665e10, -1.0000000000057721566e11,
-                -1.0000000000005772157e12, -1.0000000000000577216e13, -1.0000000000000057722e14, -1.0000000000000005772e15, -1e+16,
-                -1e+17, -1e+18, -1e+19, -1e+20, -1e+21, -1e+22, -1e+23, -1e+24, -1e+25, -1e+26,
-                -1e+27, -1e+28, -1e+29, -1e+30};
+            -10000.577051183514335, -100000.57719921568107, -1.0000005772140199687e6, -1.0000000577215500408e7,
+            -1.0000000057721564845e8, -1.0000000005772156633e9, -1.0000000000577215665e10, -1.0000000000057721566e11,
+            -1.0000000000005772157e12, -1.0000000000000577216e13, -1.0000000000000057722e14, -1.0000000000000005772e15, -1e+16,
+            -1e+17, -1e+18, -1e+19, -1e+20, -1e+21, -1e+22, -1e+23, -1e+24, -1e+25, -1e+26,
+            -1e+27, -1e+28, -1e+29, -1e+30};
         for (double n = 1; n < 30; n++) {
             checkRelativeError(String.format("Test %.0f: ", n), expected[(int) (n - 1)], Digamma.value(Math.pow(10.0, -n)), 1e-8);
         }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfDifferenceTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfDifferenceTest.java
index ee49a8f..da9bf8a 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfDifferenceTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfDifferenceTest.java
@@ -29,9 +29,9 @@ public class ErfDifferenceTest {
      */
     @Test
     public void testTwoArgumentErf() {
-        final double[] xi = new double[] { -2, -1, -0.9, -0.1, 0, 0.1, 0.9, 1, 2 };
-        for(double x1 : xi) {
-            for(double x2 : xi) {
+        final double[] xi = new double[] {-2, -1, -0.9, -0.1, 0, 0.1, 0.9, 1, 2};
+        for (double x1 : xi) {
+            for (double x2 : xi) {
                 double a = ErfDifference.value(x1, x2);
                 double b = Erf.value(x2) - Erf.value(x1);
                 double c = Erfc.value(x1) - Erfc.value(x2);
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfTest.java
index 461d128..c1a021d 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/ErfTest.java
@@ -130,7 +130,7 @@ public class ErfTest {
             0.99999999980338395581, 0.99999999999846254017, 0.99999999999999264217, 0.99999999999999997848,
             1,  1,  1,  1,
             1,  1,  1,  1};
-        
+
         double x = -10;
         for (int i = 0; i < 41; i++) {
             Assertions.assertEquals(gnuValues[i], Erf.value(x), tol);
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/GammaTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/GammaTest.java
index 832caf9..f14606b 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/GammaTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/GammaTest.java
@@ -44,466 +44,466 @@ public class GammaTest {
      * </pre>
      */
     private static final double[][] GAMMA_REF = {
-        { - 19.875 , 4.920331854832504e-18 },
-        { - 19.75 , 3.879938752480031e-18 },
-        { - 19.625 , 4.323498423815027e-18 },
-        { - 19.5 , 5.811045977502237e-18 },
-        { - 19.375 , 9.14330910942125e-18 },
-        { - 19.25 , 1.735229114436739e-17 },
-        { - 19.125 , 4.653521565668223e-17 },
-        { - 18.875 , - 9.779159561479603e-17 },
-        { - 18.75 , - 7.662879036148061e-17 },
-        { - 18.625 , - 8.484865656736991e-17 },
-        { - 18.5 , - 1.133153965612936e-16 },
-        { - 18.375 , - 1.771516139950367e-16 },
-        { - 18.25 , - 3.340316045290721e-16 },
-        { - 18.125 , - 8.899859994340475e-16 },
-        { - 17.875 , 1.845816367229275e-15 },
-        { - 17.75 , 1.436789819277761e-15 },
-        { - 17.625 , 1.580306228567265e-15 },
-        { - 17.5 , 2.096334836383932e-15 },
-        { - 17.375 , 3.255160907158799e-15 },
-        { - 17.25 , 6.096076782655566e-15 },
-        { - 17.125 , 1.613099623974211e-14 },
-        { - 16.875 , - 3.29939675642233e-14 },
-        { - 16.75 , - 2.550301929218027e-14 },
-        { - 16.625 , - 2.785289727849803e-14 },
-        { - 16.5 , - 3.66858596367188e-14 },
-        { - 16.375 , - 5.655842076188414e-14 },
-        { - 16.25 , - 1.051573245008085e-13 },
-        { - 16.125 , - 2.762433106055837e-13 },
-        { - 15.875 , 5.567732026462681e-13 },
-        { - 15.75 , 4.271755731440195e-13 },
-        { - 15.625 , 4.630544172550298e-13 },
-        { - 15.5 , 6.053166840058604e-13 },
-        { - 15.375 , 9.261441399758529e-13 },
-        { - 15.25 , 1.708806523138138e-12 },
-        { - 15.125 , 4.454423383515037e-12 },
-        { - 14.875 , - 8.838774592009505e-12 },
-        { - 14.75 , - 6.728015277018307e-12 },
-        { - 14.625 , - 7.235225269609841e-12 },
-        { - 14.5 , - 9.382408602090835e-12 },
-        { - 14.375 , - 1.423946615212874e-11 },
-        { - 14.25 , - 2.605929947785661e-11 },
-        { - 14.125 , - 6.737315367566492e-11 },
-        { - 13.875 , 1.314767720561414e-10 },
-        { - 13.75 , 9.923822533602004e-11 },
-        { - 13.625 , 1.058151695680439e-10 },
-        { - 13.5 , 1.360449247303171e-10 },
-        { - 13.375 , 2.046923259368506e-10 },
-        { - 13.25 , 3.713450175594567e-10 },
-        { - 13.125 , 9.516457956687671e-10 },
-        { - 12.875 , - 1.8242402122789617e-9 },
-        { - 12.75 , - 1.3645255983702756e-9 },
-        { - 12.625 , - 1.4417316853645984e-9 },
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+        {66.5, 6.687744951499262e+91},
+        {67.0, 5.443449390774431e+92},
+        {67.5, 4.447350392747009e+93},
+        {68.0, 3.647111091818868e+94},
+        {68.5, 3.001961515104231e+95},
+        {69.0, 2.48003554243683e+96},
+        {69.5, 2.056343637846398e+97},
+        {70.0, 1.711224524281413e+98},
+        {70.5, 1.429158828303247e+99},
+        {71.0, 1.19785716699699e+100},
+        {71.5, 1.00755697395379e+101},
+        {72.0, 8.50478588567862e+101},
+        {72.5, 7.20403236376959e+102},
+        {73.0, 6.12344583768861e+103},
+        {73.5, 5.22292346373295e+104},
+        {74.0, 4.47011546151268e+105},
+        {74.5, 3.83884874584372e+106},
+        {75.0, 3.30788544151939e+107},
+        {75.5, 2.85994231565357e+108},
+        {76.0, 2.48091408113954e+109},
+        {76.5, 2.15925644831845e+110},
+        {77.0, 1.88549470166605e+111},
+        {77.5, 1.65183118296361e+112},
+        {78.0, 1.45183092028286e+113},
+        {78.5, 1.2801691667968e+114},
+        {79.0, 1.13242811782063e+115},
+        {79.5, 1.00493279593549e+116},
+        {80.0, 8.94618213078298e+116},
+        {80.5, 7.98921572768712e+117},
+        {81.0, 7.15694570462638e+118},
+        {81.5, 6.43131866078814e+119},
+        {82.0, 5.79712602074737e+120},
+        {82.5, 5.24152470854233e+121},
+        {83.0, 4.75364333701284e+122},
+        {83.5, 4.32425788454742e+123},
+        {84.0, 3.94552396972066e+124},
+        {84.5, 3.6107553335971e+125},
+        {85.0, 3.31424013456535e+126},
+        {85.5, 3.05108825688955e+127},
+        {86.0, 2.81710411438055e+128},
+        {86.5, 2.60868045964056e+129},
+        {87.0, 2.42270953836727e+130},
+        {87.5, 2.25650859758909e+131},
+        {88.0, 2.10775729837953e+132},
+        {88.5, 1.97444502289045e+133},
+        {89.0, 1.85482642257398e+134},
+        {89.5, 1.74738384525805e+135},
+        {90.0, 1.65079551609085e+136},
+        {90.5, 1.56390854150595e+137},
+        {91.0, 1.48571596448176e+138},
+        {91.5, 1.41533723006289e+139},
+        {92.0, 1.3520015276784e+140},
+        {92.5, 1.29503356550754e+141},
+        {93.0, 1.24384140546413e+142},
+        {93.5, 1.19790604809448e+143},
+        {94.0, 1.15677250708164e+144},
+        {94.5, 1.12004215496834e+145},
+        {95.0, 1.08736615665674e+146},
+        {95.5, 1.05843983644508e+147},
+        {96.0, 1.03299784882391e+148},
+        {96.5, 1.01081004380505e+149},
+        {97.0, 9.9167793487095e+149},
+        {97.5, 9.75431692271873e+150},
+        {98.0, 9.61927596824821e+151},
+        {98.5, 9.51045899965076e+152},
+        {99.0, 9.42689044888325e+153},
+        {99.5, 9.367802114656e+154},
+        {100.0, 9.33262154439441e+155},
     };
 
     @Test
@@ -546,8 +546,7 @@ public class GammaTest {
         double previousGamma = Gamma.value(-18.5);
         for (double x = -19.5; x > -25; x -= 1.0) {
             double gamma = Gamma.value(x);
-            Assertions.assertEquals(  (int) Math.signum(previousGamma),
-                                - (int) Math.signum(gamma));
+            Assertions.assertEquals((int) Math.signum(previousGamma), -(int) Math.signum(gamma));
 
             previousGamma = gamma;
         }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InvGamma1pm1Test.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InvGamma1pm1Test.java
index 328c30b..d99b316 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InvGamma1pm1Test.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InvGamma1pm1Test.java
@@ -45,23 +45,23 @@ public class InvGamma1pm1Test {
      * </pre>
      */
     private static final double[][] INV_GAMMA1P_M1_REF = {
-        { -0.5 , -.4358104164522437 },
-        { -0.375 , -.3029021533379859 },
-        { -0.25 , -0.183951060901737 },
-        { -0.125 , -.08227611018520711 },
-        { 0.0 , 0.0 },
-        { 0.125 , .06186116458306091 },
-        { 0.25 , .1032626513208373 },
-        { 0.375 , .1249687649039041 },
-        { 0.5 , .1283791670955126 },
-        { 0.625 , .1153565546592225 },
-        { 0.75 , 0.0880652521310173 },
-        { 0.875 , .04882730264547758 },
-        { 1.0 , 0.0 },
-        { 1.125 , -.05612340925950141 },
-        { 1.25 , -.1173898789433302 },
-        { 1.375 , -.1818408982517061 },
-        { 1.5 , -0.247747221936325 },
+        {-0.5, -.4358104164522437},
+        {-0.375, -.3029021533379859},
+        {-0.25, -0.183951060901737},
+        {-0.125, -.08227611018520711},
+        {0.0, 0.0},
+        {0.125, .06186116458306091},
+        {0.25, .1032626513208373},
+        {0.375, .1249687649039041},
+        {0.5, .1283791670955126},
+        {0.625, .1153565546592225},
+        {0.75, 0.0880652521310173},
+        {0.875, .04882730264547758},
+        {1.0, 0.0},
+        {1.125, -.05612340925950141},
+        {1.25, -.1173898789433302},
+        {1.375, -.1818408982517061},
+        {1.5, -0.247747221936325},
     };
 
     @Test
@@ -78,18 +78,16 @@ public class InvGamma1pm1Test {
     }
 
     @Test
-    public void testInvGamma1pm1Precondition1()
-    {
+    public void testInvGamma1pm1Precondition1() {
         Assertions.assertThrows(GammaException.class,
-                () -> InvGamma1pm1.value(-0.51)
+            () -> InvGamma1pm1.value(-0.51)
         );
     }
 
     @Test
-    public void testInvGamma1pm1Precondition2()
-    {
+    public void testInvGamma1pm1Precondition2() {
         Assertions.assertThrows(GammaException.class,
-                () -> InvGamma1pm1.value(1.51)
+            () -> InvGamma1pm1.value(1.51)
         );
     }
 }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InverseErfcTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InverseErfcTest.java
index 991869a..a902927 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InverseErfcTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/InverseErfcTest.java
@@ -32,7 +32,7 @@ public class InverseErfcTest {
     @Test
     public void testErfcInvInfinite() {
         Assertions.assertTrue(Double.isInfinite(InverseErfc.value(-0)));
-        Assertions.assertTrue(InverseErfc.value( 0) > 0);
+        Assertions.assertTrue(InverseErfc.value(0) > 0);
         Assertions.assertTrue(Double.isInfinite(InverseErfc.value(+2)));
         Assertions.assertTrue(InverseErfc.value(+2) < 0);
     }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogBetaTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogBetaTest.java
index f6cc3bc..1dc710f 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogBetaTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogBetaTest.java
@@ -27,262 +27,262 @@ import org.junit.jupiter.api.Test;
  */
 public class LogBetaTest {
     private static final double[][] LOG_BETA_REF = {
-        { 0.125 , 0.125 , 2.750814190409515 },
-        { 0.125 , 0.25 , 2.444366899981226 },
-        { 0.125 , 0.5 , 2.230953804989556 },
-        { 0.125 , 1.0 , 2.079441541679836 },
-        { 0.125 , 2.0 , 1.961658506023452 },
-        { 0.125 , 3.0 , 1.901033884207018 },
-        { 0.125 , 4.0 , 1.860211889686763 },
-        { 0.125 , 5.0 , 1.829440231020009 },
-        { 0.125 , 6.0 , 1.804747618429637 },
-        { 0.125 , 7.0 , 1.784128331226902 },
-        { 0.125 , 8.0 , 1.766428754127501 },
-        { 0.125 , 9.0 , 1.750924567591535 },
-        { 0.125 , 10.0 , 1.7371312454592 },
-        { 0.125 , 1000.0 , 1.156003642015969 },
-        { 0.125 , 1001.0 , 1.155878649827818 },
-        { 0.125 , 10000.0 , .8681312798751318 },
-        { 0.25 , 0.125 , 2.444366899981226 },
-        { 0.25 , 0.25 , 2.003680106471455 },
-        { 0.25 , 0.5 , 1.657106516191482 },
-        { 0.25 , 1.0 , 1.386294361119891 },
-        { 0.25 , 2.0 , 1.163150809805681 },
-        { 0.25 , 3.0 , 1.045367774149297 },
-        { 0.25 , 4.0 , 0.965325066475761 },
-        { 0.25 , 5.0 , .9047004446593261 },
-        { 0.25 , 6.0 , .8559102804898941 },
-        { 0.25 , 7.0 , 0.815088285969639 },
-        { 0.25 , 8.0 , .7799969661583689 },
-        { 0.25 , 9.0 , .7492253074916152 },
-        { 0.25 , 10.0 , .7218263333035008 },
-        { 0.25 , 1000.0 , - .4388225372378877 },
-        { 0.25 , 1001.0 , - .4390725059930951 },
-        { 0.25 , 10000.0 , - 1.014553193217846 },
-        { 0.5 , 0.125 , 2.230953804989556 },
-        { 0.5 , 0.25 , 1.657106516191482 },
-        { 0.5 , 0.5 , 1.1447298858494 },
-        { 0.5 , 1.0 , .6931471805599453 },
-        { 0.5 , 2.0 , .2876820724517809 },
-        { 0.5 , 3.0 , .06453852113757118 },
-//        { 0.5 , 4.0 , - .08961215868968714 },
-        { 0.5 , 5.0 , - .2073951943460706 },
-        { 0.5 , 6.0 , - .3027053741503954 },
-        { 0.5 , 7.0 , - .3827480818239319 },
-        { 0.5 , 8.0 , - .4517409533108833 },
-        { 0.5 , 9.0 , - .5123655751273182 },
-        { 0.5 , 10.0 , - .5664327963975939 },
-        { 0.5 , 1000.0 , - 2.881387696571577 },
-        { 0.5 , 1001.0 , - 2.881887571613228 },
-        { 0.5 , 10000.0 , - 4.032792743063396 },
-        { 1.0 , 0.125 , 2.079441541679836 },
-        { 1.0 , 0.25 , 1.386294361119891 },
-        { 1.0 , 0.5 , .6931471805599453 },
-        { 1.0 , 1.0 , 0.0 },
-        { 1.0 , 2.0 , - .6931471805599453 },
-        { 1.0 , 3.0 , - 1.09861228866811 },
-        { 1.0 , 4.0 , - 1.386294361119891 },
-        { 1.0 , 5.0 , - 1.6094379124341 },
-        { 1.0 , 6.0 , - 1.791759469228055 },
-        { 1.0 , 7.0 , - 1.945910149055313 },
-        { 1.0 , 8.0 , - 2.079441541679836 },
-        { 1.0 , 9.0 , - 2.19722457733622 },
-        { 1.0 , 10.0 , - 2.302585092994046 },
-        { 1.0 , 1000.0 , - 6.907755278982137 },
-        { 1.0 , 1001.0 , - 6.90875477931522 },
-        { 1.0 , 10000.0 , - 9.210340371976184 },
-        { 2.0 , 0.125 , 1.961658506023452 },
-        { 2.0 , 0.25 , 1.163150809805681 },
-        { 2.0 , 0.5 , .2876820724517809 },
-        { 2.0 , 1.0 , - .6931471805599453 },
-        { 2.0 , 2.0 , - 1.791759469228055 },
-        { 2.0 , 3.0 , - 2.484906649788 },
-        { 2.0 , 4.0 , - 2.995732273553991 },
-        { 2.0 , 5.0 , - 3.401197381662155 },
-        { 2.0 , 6.0 , - 3.737669618283368 },
-        { 2.0 , 7.0 , - 4.02535169073515 },
-        { 2.0 , 8.0 , - 4.276666119016055 },
-        { 2.0 , 9.0 , - 4.499809670330265 },
-        { 2.0 , 10.0 , - 4.700480365792417 },
-        { 2.0 , 1000.0 , - 13.81651005829736 },
-        { 2.0 , 1001.0 , - 13.81850806096003 },
-        { 2.0 , 10000.0 , - 18.4207807389527 },
-        { 3.0 , 0.125 , 1.901033884207018 },
-        { 3.0 , 0.25 , 1.045367774149297 },
-        { 3.0 , 0.5 , .06453852113757118 },
-        { 3.0 , 1.0 , - 1.09861228866811 },
-        { 3.0 , 2.0 , - 2.484906649788 },
-        { 3.0 , 3.0 , - 3.401197381662155 },
-        { 3.0 , 4.0 , - 4.0943445622221 },
-        { 3.0 , 5.0 , - 4.653960350157523 },
-        { 3.0 , 6.0 , - 5.123963979403259 },
-        { 3.0 , 7.0 , - 5.529429087511423 },
-        { 3.0 , 8.0 , - 5.886104031450156 },
-        { 3.0 , 9.0 , - 6.20455776256869 },
-        { 3.0 , 10.0 , - 6.492239835020471 },
-        { 3.0 , 1000.0 , - 20.03311615938222 },
-        { 3.0 , 1001.0 , - 20.03611166836202 },
-        { 3.0 , 10000.0 , - 26.9381739103716 },
-        { 4.0 , 0.125 , 1.860211889686763 },
-        { 4.0 , 0.25 , 0.965325066475761 },
-//        { 4.0 , 0.5 , - .08961215868968714 },
-        { 4.0 , 1.0 , - 1.386294361119891 },
-        { 4.0 , 2.0 , - 2.995732273553991 },
-        { 4.0 , 3.0 , - 4.0943445622221 },
-        { 4.0 , 4.0 , - 4.941642422609304 },
-        { 4.0 , 5.0 , - 5.634789603169249 },
-        { 4.0 , 6.0 , - 6.222576268071369 },
-        { 4.0 , 7.0 , - 6.733401891837359 },
-        { 4.0 , 8.0 , - 7.185387015580416 },
-        { 4.0 , 9.0 , - 7.590852123688581 },
-        { 4.0 , 10.0 , - 7.958576903813898 },
-        { 4.0 , 1000.0 , - 25.84525465867605 },
-        { 4.0 , 1001.0 , - 25.84924667994559 },
-        { 4.0 , 10000.0 , - 35.05020194868867 },
-        { 5.0 , 0.125 , 1.829440231020009 },
-        { 5.0 , 0.25 , .9047004446593261 },
-        { 5.0 , 0.5 , - .2073951943460706 },
-        { 5.0 , 1.0 , - 1.6094379124341 },
-        { 5.0 , 2.0 , - 3.401197381662155 },
-        { 5.0 , 3.0 , - 4.653960350157523 },
-        { 5.0 , 4.0 , - 5.634789603169249 },
-        { 5.0 , 5.0 , - 6.445719819385578 },
-        { 5.0 , 6.0 , - 7.138866999945524 },
-        { 5.0 , 7.0 , - 7.745002803515839 },
-        { 5.0 , 8.0 , - 8.283999304248526 },
-        { 5.0 , 9.0 , - 8.769507120030227 },
-        { 5.0 , 10.0 , - 9.211339872309265 },
-        { 5.0 , 1000.0 , - 31.37070759780783 },
-        { 5.0 , 1001.0 , - 31.37569513931887 },
-        { 5.0 , 10000.0 , - 42.87464787956629 },
-        { 6.0 , 0.125 , 1.804747618429637 },
-        { 6.0 , 0.25 , .8559102804898941 },
-        { 6.0 , 0.5 , - .3027053741503954 },
-        { 6.0 , 1.0 , - 1.791759469228055 },
-        { 6.0 , 2.0 , - 3.737669618283368 },
-        { 6.0 , 3.0 , - 5.123963979403259 },
-        { 6.0 , 4.0 , - 6.222576268071369 },
-        { 6.0 , 5.0 , - 7.138866999945524 },
-        { 6.0 , 6.0 , - 7.927324360309794 },
-        { 6.0 , 7.0 , - 8.620471540869739 },
-        { 6.0 , 8.0 , - 9.239510749275963 },
-        { 6.0 , 9.0 , - 9.799126537211386 },
-        { 6.0 , 10.0 , - 10.30995216097738 },
-        { 6.0 , 1000.0 , - 36.67401250586691 },
-        { 6.0 , 1001.0 , - 36.67999457754446 },
-        { 6.0 , 10000.0 , - 50.47605021415003 },
-        { 7.0 , 0.125 , 1.784128331226902 },
-        { 7.0 , 0.25 , 0.815088285969639 },
-        { 7.0 , 0.5 , - .3827480818239319 },
-        { 7.0 , 1.0 , - 1.945910149055313 },
-        { 7.0 , 2.0 , - 4.02535169073515 },
-        { 7.0 , 3.0 , - 5.529429087511423 },
-        { 7.0 , 4.0 , - 6.733401891837359 },
-        { 7.0 , 5.0 , - 7.745002803515839 },
-        { 7.0 , 6.0 , - 8.620471540869739 },
-        { 7.0 , 7.0 , - 9.39366142910322 },
-        { 7.0 , 8.0 , - 10.08680860966317 },
-        { 7.0 , 9.0 , - 10.71541726908554 },
-        { 7.0 , 10.0 , - 11.2907814139891 },
-        { 7.0 , 1000.0 , - 41.79599038729854 },
-        { 7.0 , 1001.0 , - 41.80296600103496 },
-        { 7.0 , 10000.0 , - 57.89523093697012 },
-        { 8.0 , 0.125 , 1.766428754127501 },
-        { 8.0 , 0.25 , .7799969661583689 },
-        { 8.0 , 0.5 , - .4517409533108833 },
-        { 8.0 , 1.0 , - 2.079441541679836 },
-        { 8.0 , 2.0 , - 4.276666119016055 },
-        { 8.0 , 3.0 , - 5.886104031450156 },
-        { 8.0 , 4.0 , - 7.185387015580416 },
-        { 8.0 , 5.0 , - 8.283999304248526 },
-        { 8.0 , 6.0 , - 9.239510749275963 },
-        { 8.0 , 7.0 , - 10.08680860966317 },
-        { 8.0 , 8.0 , - 10.84894866171006 },
-        { 8.0 , 9.0 , - 11.54209584227001 },
-        { 8.0 , 10.0 , - 12.17808460899001 },
-        { 8.0 , 1000.0 , - 46.76481113096179 },
-        { 8.0 , 1001.0 , - 46.77277930061096 },
-        { 8.0 , 10000.0 , - 65.16036091500527 },
-        { 9.0 , 0.125 , 1.750924567591535 },
-        { 9.0 , 0.25 , .7492253074916152 },
-        { 9.0 , 0.5 , - .5123655751273182 },
-        { 9.0 , 1.0 , - 2.19722457733622 },
-        { 9.0 , 2.0 , - 4.499809670330265 },
-        { 9.0 , 3.0 , - 6.20455776256869 },
-        { 9.0 , 4.0 , - 7.590852123688581 },
-        { 9.0 , 5.0 , - 8.769507120030227 },
-        { 9.0 , 6.0 , - 9.799126537211386 },
-        { 9.0 , 7.0 , - 10.71541726908554 },
-        { 9.0 , 8.0 , - 11.54209584227001 },
-        { 9.0 , 9.0 , - 12.29586764464639 },
-        { 9.0 , 10.0 , - 12.98901482520633 },
-        { 9.0 , 1000.0 , - 51.60109303791327 },
-        { 9.0 , 1001.0 , - 51.61005277928474 },
-        { 9.0 , 10000.0 , - 72.29205942547217 },
-        { 10.0 , 0.125 , 1.7371312454592 },
-        { 10.0 , 0.25 , .7218263333035008 },
-        { 10.0 , 0.5 , - .5664327963975939 },
-        { 10.0 , 1.0 , - 2.302585092994046 },
-        { 10.0 , 2.0 , - 4.700480365792417 },
-        { 10.0 , 3.0 , - 6.492239835020471 },
-        { 10.0 , 4.0 , - 7.958576903813898 },
-        { 10.0 , 5.0 , - 9.211339872309265 },
-        { 10.0 , 6.0 , - 10.30995216097738 },
-        { 10.0 , 7.0 , - 11.2907814139891 },
-        { 10.0 , 8.0 , - 12.17808460899001 },
-        { 10.0 , 9.0 , - 12.98901482520633 },
-        { 10.0 , 10.0 , - 13.73622922703655 },
-        { 10.0 , 1000.0 , - 56.32058348093065 },
-        { 10.0 , 1001.0 , - 56.33053381178382 },
-        { 10.0 , 10000.0 , - 79.30607481535498 },
-        { 1000.0 , 0.125 , 1.156003642015969 },
-        { 1000.0 , 0.25 , - .4388225372378877 },
-        { 1000.0 , 0.5 , - 2.881387696571577 },
-        { 1000.0 , 1.0 , - 6.907755278982137 },
-        { 1000.0 , 2.0 , - 13.81651005829736 },
-        { 1000.0 , 3.0 , - 20.03311615938222 },
-        { 1000.0 , 4.0 , - 25.84525465867605 },
-        { 1000.0 , 5.0 , - 31.37070759780783 },
-        { 1000.0 , 6.0 , - 36.67401250586691 },
-        { 1000.0 , 7.0 , - 41.79599038729854 },
-        { 1000.0 , 8.0 , - 46.76481113096179 },
-        { 1000.0 , 9.0 , - 51.60109303791327 },
-        { 1000.0 , 10.0 , - 56.32058348093065 },
-        { 1000.0 , 1000.0 , - 1388.482601635902 },
-        { 1000.0 , 1001.0 , - 1389.175748816462 },
-        { 1000.0 , 10000.0 , - 3353.484270767097 },
-        { 1001.0 , 0.125 , 1.155878649827818 },
-        { 1001.0 , 0.25 , - .4390725059930951 },
-        { 1001.0 , 0.5 , - 2.881887571613228 },
-        { 1001.0 , 1.0 , - 6.90875477931522 },
-        { 1001.0 , 2.0 , - 13.81850806096003 },
-        { 1001.0 , 3.0 , - 20.03611166836202 },
-        { 1001.0 , 4.0 , - 25.84924667994559 },
-        { 1001.0 , 5.0 , - 31.37569513931887 },
-        { 1001.0 , 6.0 , - 36.67999457754446 },
-        { 1001.0 , 7.0 , - 41.80296600103496 },
-        { 1001.0 , 8.0 , - 46.77277930061096 },
-        { 1001.0 , 9.0 , - 51.61005277928474 },
-        { 1001.0 , 10.0 , - 56.33053381178382 },
-        { 1001.0 , 1000.0 , - 1389.175748816462 },
-        { 1001.0 , 1001.0 , - 1389.869395872064 },
-        { 1001.0 , 10000.0 , - 3355.882166039895 },
-        { 10000.0 , 0.125 , .8681312798751318 },
-        { 10000.0 , 0.25 , - 1.014553193217846 },
-        { 10000.0 , 0.5 , - 4.032792743063396 },
-        { 10000.0 , 1.0 , - 9.210340371976184 },
-        { 10000.0 , 2.0 , - 18.4207807389527 },
-        { 10000.0 , 3.0 , - 26.9381739103716 },
-        { 10000.0 , 4.0 , - 35.05020194868867 },
-        { 10000.0 , 5.0 , - 42.87464787956629 },
-        { 10000.0 , 6.0 , - 50.47605021415003 },
-        { 10000.0 , 7.0 , - 57.89523093697012 },
-        { 10000.0 , 8.0 , - 65.16036091500527 },
-        { 10000.0 , 9.0 , - 72.29205942547217 },
-        { 10000.0 , 10.0 , - 79.30607481535498 },
-        { 10000.0 , 1000.0 , - 3353.484270767097 },
-        { 10000.0 , 1001.0 , - 3355.882166039895 },
-        { 10000.0 , 10000.0 , - 13866.28325676141 },
+        {0.125, 0.125, 2.750814190409515},
+        {0.125, 0.25, 2.444366899981226},
+        {0.125, 0.5, 2.230953804989556},
+        {0.125, 1.0, 2.079441541679836},
+        {0.125, 2.0, 1.961658506023452},
+        {0.125, 3.0, 1.901033884207018},
+        {0.125, 4.0, 1.860211889686763},
+        {0.125, 5.0, 1.829440231020009},
+        {0.125, 6.0, 1.804747618429637},
+        {0.125, 7.0, 1.784128331226902},
+        {0.125, 8.0, 1.766428754127501},
+        {0.125, 9.0, 1.750924567591535},
+        {0.125, 10.0, 1.7371312454592},
+        {0.125, 1000.0, 1.156003642015969},
+        {0.125, 1001.0, 1.155878649827818},
+        {0.125, 10000.0, .8681312798751318},
+        {0.25, 0.125, 2.444366899981226},
+        {0.25, 0.25, 2.003680106471455},
+        {0.25, 0.5, 1.657106516191482},
+        {0.25, 1.0, 1.386294361119891},
+        {0.25, 2.0, 1.163150809805681},
+        {0.25, 3.0, 1.045367774149297},
+        {0.25, 4.0, 0.965325066475761},
+        {0.25, 5.0, .9047004446593261},
+        {0.25, 6.0, .8559102804898941},
+        {0.25, 7.0, 0.815088285969639},
+        {0.25, 8.0, .7799969661583689},
+        {0.25, 9.0, .7492253074916152},
+        {0.25, 10.0, .7218263333035008},
+        {0.25, 1000.0, -.4388225372378877},
+        {0.25, 1001.0, -.4390725059930951},
+        {0.25, 10000.0, -1.014553193217846},
+        {0.5, 0.125, 2.230953804989556},
+        {0.5, 0.25, 1.657106516191482},
+        {0.5, 0.5, 1.1447298858494},
+        {0.5, 1.0, .6931471805599453},
+        {0.5, 2.0, .2876820724517809},
+        {0.5, 3.0, .06453852113757118},
+//        {0.5, 4.0, -.08961215868968714},
+        {0.5, 5.0, -.2073951943460706},
+        {0.5, 6.0, -.3027053741503954},
+        {0.5, 7.0, -.3827480818239319},
+        {0.5, 8.0, -.4517409533108833},
+        {0.5, 9.0, -.5123655751273182},
+        {0.5, 10.0, -.5664327963975939},
+        {0.5, 1000.0, -2.881387696571577},
+        {0.5, 1001.0, -2.881887571613228},
+        {0.5, 10000.0, -4.032792743063396},
+        {1.0, 0.125, 2.079441541679836},
+        {1.0, 0.25, 1.386294361119891},
+        {1.0, 0.5, .6931471805599453},
+        {1.0, 1.0, 0.0},
+        {1.0, 2.0, -.6931471805599453},
+        {1.0, 3.0, -1.09861228866811},
+        {1.0, 4.0, -1.386294361119891},
+        {1.0, 5.0, -1.6094379124341},
+        {1.0, 6.0, -1.791759469228055},
+        {1.0, 7.0, -1.945910149055313},
+        {1.0, 8.0, -2.079441541679836},
+        {1.0, 9.0, -2.19722457733622},
+        {1.0, 10.0, -2.302585092994046},
+        {1.0, 1000.0, -6.907755278982137},
+        {1.0, 1001.0, -6.90875477931522},
+        {1.0, 10000.0, -9.210340371976184},
+        {2.0, 0.125, 1.961658506023452},
+        {2.0, 0.25, 1.163150809805681},
+        {2.0, 0.5, .2876820724517809},
+        {2.0, 1.0, -.6931471805599453},
+        {2.0, 2.0, -1.791759469228055},
+        {2.0, 3.0, -2.484906649788},
+        {2.0, 4.0, -2.995732273553991},
+        {2.0, 5.0, -3.401197381662155},
+        {2.0, 6.0, -3.737669618283368},
+        {2.0, 7.0, -4.02535169073515},
+        {2.0, 8.0, -4.276666119016055},
+        {2.0, 9.0, -4.499809670330265},
+        {2.0, 10.0, -4.700480365792417},
+        {2.0, 1000.0, -13.81651005829736},
+        {2.0, 1001.0, -13.81850806096003},
+        {2.0, 10000.0, -18.4207807389527},
+        {3.0, 0.125, 1.901033884207018},
+        {3.0, 0.25, 1.045367774149297},
+        {3.0, 0.5, .06453852113757118},
+        {3.0, 1.0, -1.09861228866811},
+        {3.0, 2.0, -2.484906649788},
+        {3.0, 3.0, -3.401197381662155},
+        {3.0, 4.0, -4.0943445622221},
+        {3.0, 5.0, -4.653960350157523},
+        {3.0, 6.0, -5.123963979403259},
+        {3.0, 7.0, -5.529429087511423},
+        {3.0, 8.0, -5.886104031450156},
+        {3.0, 9.0, -6.20455776256869},
+        {3.0, 10.0, -6.492239835020471},
+        {3.0, 1000.0, -20.03311615938222},
+        {3.0, 1001.0, -20.03611166836202},
+        {3.0, 10000.0, -26.9381739103716},
+        {4.0, 0.125, 1.860211889686763},
+        {4.0, 0.25, 0.965325066475761},
+//        {4.0, 0.5, -.08961215868968714},
+        {4.0, 1.0, -1.386294361119891},
+        {4.0, 2.0, -2.995732273553991},
+        {4.0, 3.0, -4.0943445622221},
+        {4.0, 4.0, -4.941642422609304},
+        {4.0, 5.0, -5.634789603169249},
+        {4.0, 6.0, -6.222576268071369},
+        {4.0, 7.0, -6.733401891837359},
+        {4.0, 8.0, -7.185387015580416},
+        {4.0, 9.0, -7.590852123688581},
+        {4.0, 10.0, -7.958576903813898},
+        {4.0, 1000.0, -25.84525465867605},
+        {4.0, 1001.0, -25.84924667994559},
+        {4.0, 10000.0, -35.05020194868867},
+        {5.0, 0.125, 1.829440231020009},
+        {5.0, 0.25, .9047004446593261},
+        {5.0, 0.5, -.2073951943460706},
+        {5.0, 1.0, -1.6094379124341},
+        {5.0, 2.0, -3.401197381662155},
+        {5.0, 3.0, -4.653960350157523},
+        {5.0, 4.0, -5.634789603169249},
+        {5.0, 5.0, -6.445719819385578},
+        {5.0, 6.0, -7.138866999945524},
+        {5.0, 7.0, -7.745002803515839},
+        {5.0, 8.0, -8.283999304248526},
+        {5.0, 9.0, -8.769507120030227},
+        {5.0, 10.0, -9.211339872309265},
+        {5.0, 1000.0, -31.37070759780783},
+        {5.0, 1001.0, -31.37569513931887},
+        {5.0, 10000.0, -42.87464787956629},
+        {6.0, 0.125, 1.804747618429637},
+        {6.0, 0.25, .8559102804898941},
+        {6.0, 0.5, -.3027053741503954},
+        {6.0, 1.0, -1.791759469228055},
+        {6.0, 2.0, -3.737669618283368},
+        {6.0, 3.0, -5.123963979403259},
+        {6.0, 4.0, -6.222576268071369},
+        {6.0, 5.0, -7.138866999945524},
+        {6.0, 6.0, -7.927324360309794},
+        {6.0, 7.0, -8.620471540869739},
+        {6.0, 8.0, -9.239510749275963},
+        {6.0, 9.0, -9.799126537211386},
+        {6.0, 10.0, -10.30995216097738},
+        {6.0, 1000.0, -36.67401250586691},
+        {6.0, 1001.0, -36.67999457754446},
+        {6.0, 10000.0, -50.47605021415003},
+        {7.0, 0.125, 1.784128331226902},
+        {7.0, 0.25, 0.815088285969639},
+        {7.0, 0.5, -.3827480818239319},
+        {7.0, 1.0, -1.945910149055313},
+        {7.0, 2.0, -4.02535169073515},
+        {7.0, 3.0, -5.529429087511423},
+        {7.0, 4.0, -6.733401891837359},
+        {7.0, 5.0, -7.745002803515839},
+        {7.0, 6.0, -8.620471540869739},
+        {7.0, 7.0, -9.39366142910322},
+        {7.0, 8.0, -10.08680860966317},
+        {7.0, 9.0, -10.71541726908554},
+        {7.0, 10.0, -11.2907814139891},
+        {7.0, 1000.0, -41.79599038729854},
+        {7.0, 1001.0, -41.80296600103496},
+        {7.0, 10000.0, -57.89523093697012},
+        {8.0, 0.125, 1.766428754127501},
+        {8.0, 0.25, .7799969661583689},
+        {8.0, 0.5, -.4517409533108833},
+        {8.0, 1.0, -2.079441541679836},
+        {8.0, 2.0, -4.276666119016055},
+        {8.0, 3.0, -5.886104031450156},
+        {8.0, 4.0, -7.185387015580416},
+        {8.0, 5.0, -8.283999304248526},
+        {8.0, 6.0, -9.239510749275963},
+        {8.0, 7.0, -10.08680860966317},
+        {8.0, 8.0, -10.84894866171006},
+        {8.0, 9.0, -11.54209584227001},
+        {8.0, 10.0, -12.17808460899001},
+        {8.0, 1000.0, -46.76481113096179},
+        {8.0, 1001.0, -46.77277930061096},
+        {8.0, 10000.0, -65.16036091500527},
+        {9.0, 0.125, 1.750924567591535},
+        {9.0, 0.25, .7492253074916152},
+        {9.0, 0.5, -.5123655751273182},
+        {9.0, 1.0, -2.19722457733622},
+        {9.0, 2.0, -4.499809670330265},
+        {9.0, 3.0, -6.20455776256869},
+        {9.0, 4.0, -7.590852123688581},
+        {9.0, 5.0, -8.769507120030227},
+        {9.0, 6.0, -9.799126537211386},
+        {9.0, 7.0, -10.71541726908554},
+        {9.0, 8.0, -11.54209584227001},
+        {9.0, 9.0, -12.29586764464639},
+        {9.0, 10.0, -12.98901482520633},
+        {9.0, 1000.0, -51.60109303791327},
+        {9.0, 1001.0, -51.61005277928474},
+        {9.0, 10000.0, -72.29205942547217},
+        {10.0, 0.125, 1.7371312454592},
+        {10.0, 0.25, .7218263333035008},
+        {10.0, 0.5, -.5664327963975939},
+        {10.0, 1.0, -2.302585092994046},
+        {10.0, 2.0, -4.700480365792417},
+        {10.0, 3.0, -6.492239835020471},
+        {10.0, 4.0, -7.958576903813898},
+        {10.0, 5.0, -9.211339872309265},
+        {10.0, 6.0, -10.30995216097738},
+        {10.0, 7.0, -11.2907814139891},
+        {10.0, 8.0, -12.17808460899001},
+        {10.0, 9.0, -12.98901482520633},
+        {10.0, 10.0, -13.73622922703655},
+        {10.0, 1000.0, -56.32058348093065},
+        {10.0, 1001.0, -56.33053381178382},
+        {10.0, 10000.0, -79.30607481535498},
+        {1000.0, 0.125, 1.156003642015969},
+        {1000.0, 0.25, -.4388225372378877},
+        {1000.0, 0.5, -2.881387696571577},
+        {1000.0, 1.0, -6.907755278982137},
+        {1000.0, 2.0, -13.81651005829736},
+        {1000.0, 3.0, -20.03311615938222},
+        {1000.0, 4.0, -25.84525465867605},
+        {1000.0, 5.0, -31.37070759780783},
+        {1000.0, 6.0, -36.67401250586691},
+        {1000.0, 7.0, -41.79599038729854},
+        {1000.0, 8.0, -46.76481113096179},
+        {1000.0, 9.0, -51.60109303791327},
+        {1000.0, 10.0, -56.32058348093065},
+        {1000.0, 1000.0, -1388.482601635902},
+        {1000.0, 1001.0, -1389.175748816462},
+        {1000.0, 10000.0, -3353.484270767097},
+        {1001.0, 0.125, 1.155878649827818},
+        {1001.0, 0.25, -.4390725059930951},
+        {1001.0, 0.5, -2.881887571613228},
+        {1001.0, 1.0, -6.90875477931522},
+        {1001.0, 2.0, -13.81850806096003},
+        {1001.0, 3.0, -20.03611166836202},
+        {1001.0, 4.0, -25.84924667994559},
+        {1001.0, 5.0, -31.37569513931887},
+        {1001.0, 6.0, -36.67999457754446},
+        {1001.0, 7.0, -41.80296600103496},
+        {1001.0, 8.0, -46.77277930061096},
+        {1001.0, 9.0, -51.61005277928474},
+        {1001.0, 10.0, -56.33053381178382},
+        {1001.0, 1000.0, -1389.175748816462},
+        {1001.0, 1001.0, -1389.869395872064},
+        {1001.0, 10000.0, -3355.882166039895},
+        {10000.0, 0.125, .8681312798751318},
+        {10000.0, 0.25, -1.014553193217846},
+        {10000.0, 0.5, -4.032792743063396},
+        {10000.0, 1.0, -9.210340371976184},
+        {10000.0, 2.0, -18.4207807389527},
+        {10000.0, 3.0, -26.9381739103716},
+        {10000.0, 4.0, -35.05020194868867},
+        {10000.0, 5.0, -42.87464787956629},
+        {10000.0, 6.0, -50.47605021415003},
+        {10000.0, 7.0, -57.89523093697012},
+        {10000.0, 8.0, -65.16036091500527},
+        {10000.0, 9.0, -72.29205942547217},
+        {10000.0, 10.0, -79.30607481535498},
+        {10000.0, 1000.0, -3353.484270767097},
+        {10000.0, 1001.0, -3355.882166039895},
+        {10000.0, 10000.0, -13866.28325676141},
     };
 
     @Test
@@ -343,128 +343,129 @@ public class LogBetaTest {
         Assertions.assertEquals(expected, actual, 1e-15);
     }
 
+    // CHECKSTYLE: stop DeclarationOrder
     private static final double[][] LOG_GAMMA_MINUS_LOG_GAMMA_SUM_REF = {
 //        { 0.0 , 8.0 , 0.0 },
 //        { 0.0 , 9.0 , 0.0 },
-        { 0.0 , 10.0 , 0.0 },
-        { 0.0 , 11.0 , 0.0 },
-        { 0.0 , 12.0 , 0.0 },
-        { 0.0 , 13.0 , 0.0 },
-        { 0.0 , 14.0 , 0.0 },
-        { 0.0 , 15.0 , 0.0 },
-        { 0.0 , 16.0 , 0.0 },
-        { 0.0 , 17.0 , 0.0 },
-        { 0.0 , 18.0 , 0.0 },
-//        { 1.0 , 8.0 , - 2.079441541679836 },
-//        { 1.0 , 9.0 , - 2.19722457733622 },
-        { 1.0 , 10.0 , - 2.302585092994046 },
-        { 1.0 , 11.0 , - 2.397895272798371 },
-        { 1.0 , 12.0 , - 2.484906649788 },
-        { 1.0 , 13.0 , - 2.564949357461537 },
-        { 1.0 , 14.0 , - 2.639057329615258 },
-        { 1.0 , 15.0 , - 2.70805020110221 },
-        { 1.0 , 16.0 , - 2.772588722239781 },
-        { 1.0 , 17.0 , - 2.833213344056216 },
-        { 1.0 , 18.0 , - 2.890371757896165 },
-//        { 2.0 , 8.0 , - 4.276666119016055 },
-//        { 2.0 , 9.0 , - 4.499809670330265 },
-        { 2.0 , 10.0 , - 4.700480365792417 },
-        { 2.0 , 11.0 , - 4.882801922586371 },
-        { 2.0 , 12.0 , - 5.049856007249537 },
-        { 2.0 , 13.0 , - 5.204006687076795 },
-        { 2.0 , 14.0 , - 5.347107530717468 },
-        { 2.0 , 15.0 , - 5.480638923341991 },
-        { 2.0 , 16.0 , - 5.605802066295998 },
-        { 2.0 , 17.0 , - 5.723585101952381 },
-        { 2.0 , 18.0 , - 5.834810737062605 },
-//        { 3.0 , 8.0 , - 6.579251212010101 },
-//        { 3.0 , 9.0 , - 6.897704943128636 },
-        { 3.0 , 10.0 , - 7.185387015580416 },
-        { 3.0 , 11.0 , - 7.447751280047908 },
-        { 3.0 , 12.0 , - 7.688913336864796 },
-        { 3.0 , 13.0 , - 7.912056888179006 },
-        { 3.0 , 14.0 , - 8.11969625295725 },
-        { 3.0 , 15.0 , - 8.313852267398207 },
-        { 3.0 , 16.0 , - 8.496173824192162 },
-        { 3.0 , 17.0 , - 8.668024081118821 },
-        { 3.0 , 18.0 , - 8.830543010616596 },
-//        { 4.0 , 8.0 , - 8.977146484808472 },
-//        { 4.0 , 9.0 , - 9.382611592916636 },
-        { 4.0 , 10.0 , - 9.750336373041954 },
-        { 4.0 , 11.0 , - 10.08680860966317 },
-        { 4.0 , 12.0 , - 10.39696353796701 },
-        { 4.0 , 13.0 , - 10.68464561041879 },
-        { 4.0 , 14.0 , - 10.95290959701347 },
-        { 4.0 , 15.0 , - 11.20422402529437 },
-        { 4.0 , 16.0 , - 11.4406128033586 },
-        { 4.0 , 17.0 , - 11.66375635467281 },
-        { 4.0 , 18.0 , - 11.87506544834002 },
-//        { 5.0 , 8.0 , - 11.46205313459647 },
-//        { 5.0 , 9.0 , - 11.94756095037817 },
-        { 5.0 , 10.0 , - 12.38939370265721 },
-        { 5.0 , 11.0 , - 12.79485881076538 },
-        { 5.0 , 12.0 , - 13.16955226020679 },
-        { 5.0 , 13.0 , - 13.517858954475 },
-        { 5.0 , 14.0 , - 13.84328135490963 },
-        { 5.0 , 15.0 , - 14.14866300446081 },
-        { 5.0 , 16.0 , - 14.43634507691259 },
-        { 5.0 , 17.0 , - 14.70827879239624 },
-        { 5.0 , 18.0 , - 14.96610790169833 },
-//        { 6.0 , 8.0 , - 14.02700249205801 },
-//        { 6.0 , 9.0 , - 14.58661827999343 },
-        { 6.0 , 10.0 , - 15.09744390375942 },
-        { 6.0 , 11.0 , - 15.56744753300516 },
-        { 6.0 , 12.0 , - 16.002765604263 },
-        { 6.0 , 13.0 , - 16.40823071237117 },
-        { 6.0 , 14.0 , - 16.78772033407607 },
-        { 6.0 , 15.0 , - 17.14439527801481 },
-        { 6.0 , 16.0 , - 17.48086751463602 },
-        { 6.0 , 17.0 , - 17.79932124575455 },
-        { 6.0 , 18.0 , - 18.10160211762749 },
-//        { 7.0 , 8.0 , - 16.66605982167327 },
-//        { 7.0 , 9.0 , - 17.29466848109564 },
-        { 7.0 , 10.0 , - 17.8700326259992 },
-        { 7.0 , 11.0 , - 18.40066087706137 },
-        { 7.0 , 12.0 , - 18.89313736215917 },
-        { 7.0 , 13.0 , - 19.35266969153761 },
-        { 7.0 , 14.0 , - 19.78345260763006 },
-        { 7.0 , 15.0 , - 20.18891771573823 },
-        { 7.0 , 16.0 , - 20.57190996799433 },
-        { 7.0 , 17.0 , - 20.9348154616837 },
-        { 7.0 , 18.0 , - 21.27965594797543 },
-//        { 8.0 , 8.0 , - 19.37411002277548 },
-//        { 8.0 , 9.0 , - 20.06725720333542 },
-        { 8.0 , 10.0 , - 20.70324597005542 },
-        { 8.0 , 11.0 , - 21.29103263495754 },
-        { 8.0 , 12.0 , - 21.83757634132561 },
-        { 8.0 , 13.0 , - 22.3484019650916 },
-        { 8.0 , 14.0 , - 22.82797504535349 },
-        { 8.0 , 15.0 , - 23.27996016909654 },
-        { 8.0 , 16.0 , - 23.70740418392348 },
-        { 8.0 , 17.0 , - 24.11286929203165 },
-        { 8.0 , 18.0 , - 24.49853177284363 },
-//        { 9.0 , 8.0 , - 22.14669874501526 },
-//        { 9.0 , 9.0 , - 22.90047054739164 },
-        { 9.0 , 10.0 , - 23.59361772795159 },
-        { 9.0 , 11.0 , - 24.23547161412398 },
-        { 9.0 , 12.0 , - 24.8333086148796 },
-        { 9.0 , 13.0 , - 25.39292440281502 },
-        { 9.0 , 14.0 , - 25.9190174987118 },
-        { 9.0 , 15.0 , - 26.41545438502569 },
-        { 9.0 , 16.0 , - 26.88545801427143 },
-        { 9.0 , 17.0 , - 27.33174511689985 },
-        { 9.0 , 18.0 , - 27.75662831086511 },
-//        { 10.0 , 8.0 , - 24.97991208907148 },
-//        { 10.0 , 9.0 , - 25.7908423052878 },
-        { 10.0 , 10.0 , - 26.53805670711802 },
-        { 10.0 , 11.0 , - 27.23120388767797 },
-        { 10.0 , 12.0 , - 27.87783105260302 },
-        { 10.0 , 13.0 , - 28.48396685617334 },
-        { 10.0 , 14.0 , - 29.05451171464095 },
-        { 10.0 , 15.0 , - 29.59350821537364 },
-        { 10.0 , 16.0 , - 30.10433383913963 },
-        { 10.0 , 17.0 , - 30.58984165492133 },
-        { 10.0 , 18.0 , - 31.05246517686944 },
+        {0.0, 10.0, 0.0},
+        {0.0, 11.0, 0.0},
+        {0.0, 12.0, 0.0},
+        {0.0, 13.0, 0.0},
+        {0.0, 14.0, 0.0},
+        {0.0, 15.0, 0.0},
+        {0.0, 16.0, 0.0},
+        {0.0, 17.0, 0.0},
+        {0.0, 18.0, 0.0},
+//        {1.0, 8.0, -2.079441541679836},
+//        {1.0, 9.0, -2.19722457733622},
+        {1.0, 10.0, -2.302585092994046},
+        {1.0, 11.0, -2.397895272798371},
+        {1.0, 12.0, -2.484906649788},
+        {1.0, 13.0, -2.564949357461537},
+        {1.0, 14.0, -2.639057329615258},
+        {1.0, 15.0, -2.70805020110221},
+        {1.0, 16.0, -2.772588722239781},
+        {1.0, 17.0, -2.833213344056216},
+        {1.0, 18.0, -2.890371757896165},
+//        {2.0, 8.0, -4.276666119016055},
+//        {2.0, 9.0, -4.499809670330265},
+        {2.0, 10.0, -4.700480365792417},
+        {2.0, 11.0, -4.882801922586371},
+        {2.0, 12.0, -5.049856007249537},
+        {2.0, 13.0, -5.204006687076795},
+        {2.0, 14.0, -5.347107530717468},
+        {2.0, 15.0, -5.480638923341991},
+        {2.0, 16.0, -5.605802066295998},
+        {2.0, 17.0, -5.723585101952381},
+        {2.0, 18.0, -5.834810737062605},
+//        {3.0, 8.0, -6.579251212010101},
+//        {3.0, 9.0, -6.897704943128636},
+        {3.0, 10.0, -7.185387015580416},
+        {3.0, 11.0, -7.447751280047908},
+        {3.0, 12.0, -7.688913336864796},
+        {3.0, 13.0, -7.912056888179006},
+        {3.0, 14.0, -8.11969625295725},
+        {3.0, 15.0, -8.313852267398207},
+        {3.0, 16.0, -8.496173824192162},
+        {3.0, 17.0, -8.668024081118821},
+        {3.0, 18.0, -8.830543010616596},
+//        {4.0, 8.0, -8.977146484808472},
+//        {4.0, 9.0, -9.382611592916636},
+        {4.0, 10.0, -9.750336373041954},
+        {4.0, 11.0, -10.08680860966317},
+        {4.0, 12.0, -10.39696353796701},
+        {4.0, 13.0, -10.68464561041879},
+        {4.0, 14.0, -10.95290959701347},
+        {4.0, 15.0, -11.20422402529437},
+        {4.0, 16.0, -11.4406128033586},
+        {4.0, 17.0, -11.66375635467281},
+        {4.0, 18.0, -11.87506544834002},
+//        {5.0, 8.0, -11.46205313459647},
+//        {5.0, 9.0, -11.94756095037817},
+        {5.0, 10.0, -12.38939370265721},
+        {5.0, 11.0, -12.79485881076538},
+        {5.0, 12.0, -13.16955226020679},
+        {5.0, 13.0, -13.517858954475},
+        {5.0, 14.0, -13.84328135490963},
+        {5.0, 15.0, -14.14866300446081},
+        {5.0, 16.0, -14.43634507691259},
+        {5.0, 17.0, -14.70827879239624},
+        {5.0, 18.0, -14.96610790169833},
+//        {6.0, 8.0, -14.02700249205801},
+//        {6.0, 9.0, -14.58661827999343},
+        {6.0, 10.0, -15.09744390375942},
+        {6.0, 11.0, -15.56744753300516},
+        {6.0, 12.0, -16.002765604263},
+        {6.0, 13.0, -16.40823071237117},
+        {6.0, 14.0, -16.78772033407607},
+        {6.0, 15.0, -17.14439527801481},
+        {6.0, 16.0, -17.48086751463602},
+        {6.0, 17.0, -17.79932124575455},
+        {6.0, 18.0, -18.10160211762749},
+//        {7.0, 8.0, -16.66605982167327},
+//        {7.0, 9.0, -17.29466848109564},
+        {7.0, 10.0, -17.8700326259992},
+        {7.0, 11.0, -18.40066087706137},
+        {7.0, 12.0, -18.89313736215917},
+        {7.0, 13.0, -19.35266969153761},
+        {7.0, 14.0, -19.78345260763006},
+        {7.0, 15.0, -20.18891771573823},
+        {7.0, 16.0, -20.57190996799433},
+        {7.0, 17.0, -20.9348154616837},
+        {7.0, 18.0, -21.27965594797543},
+//        {8.0, 8.0, -19.37411002277548},
+//        {8.0, 9.0, -20.06725720333542},
+        {8.0, 10.0, -20.70324597005542},
+        {8.0, 11.0, -21.29103263495754},
+        {8.0, 12.0, -21.83757634132561},
+        {8.0, 13.0, -22.3484019650916},
+        {8.0, 14.0, -22.82797504535349},
+        {8.0, 15.0, -23.27996016909654},
+        {8.0, 16.0, -23.70740418392348},
+        {8.0, 17.0, -24.11286929203165},
+        {8.0, 18.0, -24.49853177284363},
+//        {9.0, 8.0, -22.14669874501526},
+//        {9.0, 9.0, -22.90047054739164},
+        {9.0, 10.0, -23.59361772795159},
+        {9.0, 11.0, -24.23547161412398},
+        {9.0, 12.0, -24.8333086148796},
+        {9.0, 13.0, -25.39292440281502},
+        {9.0, 14.0, -25.9190174987118},
+        {9.0, 15.0, -26.41545438502569},
+        {9.0, 16.0, -26.88545801427143},
+        {9.0, 17.0, -27.33174511689985},
+        {9.0, 18.0, -27.75662831086511},
+//        {10.0, 8.0, -24.97991208907148},
+//        {10.0, 9.0, -25.7908423052878},
+        {10.0, 10.0, -26.53805670711802},
+        {10.0, 11.0, -27.23120388767797},
+        {10.0, 12.0, -27.87783105260302},
+        {10.0, 13.0, -28.48396685617334},
+        {10.0, 14.0, -29.05451171464095},
+        {10.0, 15.0, -29.59350821537364},
+        {10.0, 16.0, -30.10433383913963},
+        {10.0, 17.0, -30.58984165492133},
+        {10.0, 18.0, -31.05246517686944},
     };
 
     private static double logGammaMinusLogGammaSum(final double a,
@@ -508,142 +509,141 @@ public class LogBetaTest {
     }
 
     @Test
-    public void testLogGammaMinusLogGammaSumPrecondition1()
-    {
+    public void testLogGammaMinusLogGammaSumPrecondition1() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> logGammaMinusLogGammaSum(-1, 8)
+            () -> logGammaMinusLogGammaSum(-1, 8)
         );
     }
 
     @Test
     public void testLogGammaMinusLogGammaSumPrecondition2() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> logGammaMinusLogGammaSum(1, 7)
+            () -> logGammaMinusLogGammaSum(1, 7)
         );
     }
 
     private static final double[][] SUM_DELTA_MINUS_DELTA_SUM_REF = {
-        { 10.0 , 10.0 , .01249480717472882 },
-        { 10.0 , 11.0 , .01193628470267385 },
-        { 10.0 , 12.0 , .01148578547212797 },
-        { 10.0 , 13.0 , .01111659739668398 },
-        { 10.0 , 14.0 , .01080991216314295 },
-        { 10.0 , 15.0 , .01055214134859758 },
-        { 10.0 , 16.0 , .01033324912491747 },
-        { 10.0 , 17.0 , .01014568069918883 },
-        { 10.0 , 18.0 , .009983653199146491 },
-        { 10.0 , 19.0 , .009842674320242729 },
-        { 10.0 , 20.0 , 0.0097192081956071 },
-        { 11.0 , 10.0 , .01193628470267385 },
-        { 11.0 , 11.0 , .01135973290745925 },
-        { 11.0 , 12.0 , .01089355537047828 },
-        { 11.0 , 13.0 , .01051064829297728 },
-        { 11.0 , 14.0 , 0.0101918899639826 },
-        { 11.0 , 15.0 , .009923438811859604 },
-        { 11.0 , 16.0 , .009695052724952705 },
-        { 11.0 , 17.0 , 0.00949900745283617 },
-        { 11.0 , 18.0 , .009329379874933402 },
-        { 11.0 , 19.0 , 0.00918156080743147 },
-        { 11.0 , 20.0 , 0.00905191635141762 },
-        { 12.0 , 10.0 , .01148578547212797 },
-        { 12.0 , 11.0 , .01089355537047828 },
-        { 12.0 , 12.0 , .01041365883144029 },
-        { 12.0 , 13.0 , .01001867865848564 },
-        { 12.0 , 14.0 , 0.00968923999191334 },
-        { 12.0 , 15.0 , .009411294976563555 },
-        { 12.0 , 16.0 , .009174432043268762 },
-        { 12.0 , 17.0 , .008970786693291802 },
-        { 12.0 , 18.0 , .008794318926790865 },
-        { 12.0 , 19.0 , .008640321527910711 },
-        { 12.0 , 20.0 , .008505077879954796 },
-        { 13.0 , 10.0 , .01111659739668398 },
-        { 13.0 , 11.0 , .01051064829297728 },
-        { 13.0 , 12.0 , .01001867865848564 },
-        { 13.0 , 13.0 , .009613018147953376 },
-        { 13.0 , 14.0 , .009274085618154277 },
-        { 13.0 , 15.0 , 0.0089876637564166 },
-        { 13.0 , 16.0 , .008743200745261382 },
-        { 13.0 , 17.0 , .008532715206686251 },
-        { 13.0 , 18.0 , .008350069108807093 },
-        { 13.0 , 19.0 , .008190472517984874 },
-        { 13.0 , 20.0 , .008050138630244345 },
-        { 14.0 , 10.0 , .01080991216314295 },
-        { 14.0 , 11.0 , 0.0101918899639826 },
-        { 14.0 , 12.0 , 0.00968923999191334 },
-        { 14.0 , 13.0 , .009274085618154277 },
-        { 14.0 , 14.0 , .008926676241967286 },
-        { 14.0 , 15.0 , .008632654302369184 },
-        { 14.0 , 16.0 , .008381351102615795 },
-        { 14.0 , 17.0 , .008164687232662443 },
-        { 14.0 , 18.0 , .007976441942841219 },
-        { 14.0 , 19.0 , .007811755112234388 },
-        { 14.0 , 20.0 , .007666780069317652 },
-        { 15.0 , 10.0 , .01055214134859758 },
-        { 15.0 , 11.0 , .009923438811859604 },
-        { 15.0 , 12.0 , .009411294976563555 },
-        { 15.0 , 13.0 , 0.0089876637564166 },
-        { 15.0 , 14.0 , .008632654302369184 },
-        { 15.0 , 15.0 , 0.00833179217417291 },
-        { 15.0 , 16.0 , .008074310643041299 },
-        { 15.0 , 17.0 , .007852047581145882 },
-        { 15.0 , 18.0 , .007658712051540045 },
-        { 15.0 , 19.0 , .007489384065757007 },
-        { 15.0 , 20.0 , .007340165635725612 },
-        { 16.0 , 10.0 , .01033324912491747 },
-        { 16.0 , 11.0 , .009695052724952705 },
-        { 16.0 , 12.0 , .009174432043268762 },
-        { 16.0 , 13.0 , .008743200745261382 },
-        { 16.0 , 14.0 , .008381351102615795 },
-        { 16.0 , 15.0 , .008074310643041299 },
-        { 16.0 , 16.0 , .007811229919967624 },
-        { 16.0 , 17.0 , .007583876618287594 },
-        { 16.0 , 18.0 , .007385899933505551 },
-        { 16.0 , 19.0 , .007212328560607852 },
-        { 16.0 , 20.0 , .007059220321091879 },
-        { 17.0 , 10.0 , .01014568069918883 },
-        { 17.0 , 11.0 , 0.00949900745283617 },
-        { 17.0 , 12.0 , .008970786693291802 },
-        { 17.0 , 13.0 , .008532715206686251 },
-        { 17.0 , 14.0 , .008164687232662443 },
-        { 17.0 , 15.0 , .007852047581145882 },
-        { 17.0 , 16.0 , .007583876618287594 },
-        { 17.0 , 17.0 , .007351882161431358 },
-        { 17.0 , 18.0 , .007149662089534654 },
-        { 17.0 , 19.0 , .006972200907152378 },
-        { 17.0 , 20.0 , .006815518216094137 },
-        { 18.0 , 10.0 , .009983653199146491 },
-        { 18.0 , 11.0 , .009329379874933402 },
-        { 18.0 , 12.0 , .008794318926790865 },
-        { 18.0 , 13.0 , .008350069108807093 },
-        { 18.0 , 14.0 , .007976441942841219 },
-        { 18.0 , 15.0 , .007658712051540045 },
-        { 18.0 , 16.0 , .007385899933505551 },
-        { 18.0 , 17.0 , .007149662089534654 },
-        { 18.0 , 18.0 , .006943552208153373 },
-        { 18.0 , 19.0 , .006762516574228829 },
-        { 18.0 , 20.0 , .006602541598043117 },
-        { 19.0 , 10.0 , .009842674320242729 },
-        { 19.0 , 11.0 , 0.00918156080743147 },
-        { 19.0 , 12.0 , .008640321527910711 },
-        { 19.0 , 13.0 , .008190472517984874 },
-        { 19.0 , 14.0 , .007811755112234388 },
-        { 19.0 , 15.0 , .007489384065757007 },
-        { 19.0 , 16.0 , .007212328560607852 },
-        { 19.0 , 17.0 , .006972200907152378 },
-        { 19.0 , 18.0 , .006762516574228829 },
-        { 19.0 , 19.0 , .006578188655176814 },
-        { 19.0 , 20.0 , .006415174623476747 },
-        { 20.0 , 10.0 , 0.0097192081956071 },
-        { 20.0 , 11.0 , 0.00905191635141762 },
-        { 20.0 , 12.0 , .008505077879954796 },
-        { 20.0 , 13.0 , .008050138630244345 },
-        { 20.0 , 14.0 , .007666780069317652 },
-        { 20.0 , 15.0 , .007340165635725612 },
-        { 20.0 , 16.0 , .007059220321091879 },
-        { 20.0 , 17.0 , .006815518216094137 },
-        { 20.0 , 18.0 , .006602541598043117 },
-        { 20.0 , 19.0 , .006415174623476747 },
-        { 20.0 , 20.0 , .006249349445691423 },
+        {10.0, 10.0, .01249480717472882},
+        {10.0, 11.0, .01193628470267385},
+        {10.0, 12.0, .01148578547212797},
+        {10.0, 13.0, .01111659739668398},
+        {10.0, 14.0, .01080991216314295},
+        {10.0, 15.0, .01055214134859758},
+        {10.0, 16.0, .01033324912491747},
+        {10.0, 17.0, .01014568069918883},
+        {10.0, 18.0, .009983653199146491},
+        {10.0, 19.0, .009842674320242729},
+        {10.0, 20.0, 0.0097192081956071},
+        {11.0, 10.0, .01193628470267385},
+        {11.0, 11.0, .01135973290745925},
+        {11.0, 12.0, .01089355537047828},
+        {11.0, 13.0, .01051064829297728},
+        {11.0, 14.0, 0.0101918899639826},
+        {11.0, 15.0, .009923438811859604},
+        {11.0, 16.0, .009695052724952705},
+        {11.0, 17.0, 0.00949900745283617},
+        {11.0, 18.0, .009329379874933402},
+        {11.0, 19.0, 0.00918156080743147},
+        {11.0, 20.0, 0.00905191635141762},
+        {12.0, 10.0, .01148578547212797},
+        {12.0, 11.0, .01089355537047828},
+        {12.0, 12.0, .01041365883144029},
+        {12.0, 13.0, .01001867865848564},
+        {12.0, 14.0, 0.00968923999191334},
+        {12.0, 15.0, .009411294976563555},
+        {12.0, 16.0, .009174432043268762},
+        {12.0, 17.0, .008970786693291802},
+        {12.0, 18.0, .008794318926790865},
+        {12.0, 19.0, .008640321527910711},
+        {12.0, 20.0, .008505077879954796},
+        {13.0, 10.0, .01111659739668398},
+        {13.0, 11.0, .01051064829297728},
+        {13.0, 12.0, .01001867865848564},
+        {13.0, 13.0, .009613018147953376},
+        {13.0, 14.0, .009274085618154277},
+        {13.0, 15.0, 0.0089876637564166},
+        {13.0, 16.0, .008743200745261382},
+        {13.0, 17.0, .008532715206686251},
+        {13.0, 18.0, .008350069108807093},
+        {13.0, 19.0, .008190472517984874},
+        {13.0, 20.0, .008050138630244345},
+        {14.0, 10.0, .01080991216314295},
+        {14.0, 11.0, 0.0101918899639826},
+        {14.0, 12.0, 0.00968923999191334},
+        {14.0, 13.0, .009274085618154277},
+        {14.0, 14.0, .008926676241967286},
+        {14.0, 15.0, .008632654302369184},
+        {14.0, 16.0, .008381351102615795},
+        {14.0, 17.0, .008164687232662443},
+        {14.0, 18.0, .007976441942841219},
+        {14.0, 19.0, .007811755112234388},
+        {14.0, 20.0, .007666780069317652},
+        {15.0, 10.0, .01055214134859758},
+        {15.0, 11.0, .009923438811859604},
+        {15.0, 12.0, .009411294976563555},
+        {15.0, 13.0, 0.0089876637564166},
+        {15.0, 14.0, .008632654302369184},
+        {15.0, 15.0, 0.00833179217417291},
+        {15.0, 16.0, .008074310643041299},
+        {15.0, 17.0, .007852047581145882},
+        {15.0, 18.0, .007658712051540045},
+        {15.0, 19.0, .007489384065757007},
+        {15.0, 20.0, .007340165635725612},
+        {16.0, 10.0, .01033324912491747},
+        {16.0, 11.0, .009695052724952705},
+        {16.0, 12.0, .009174432043268762},
+        {16.0, 13.0, .008743200745261382},
+        {16.0, 14.0, .008381351102615795},
+        {16.0, 15.0, .008074310643041299},
+        {16.0, 16.0, .007811229919967624},
+        {16.0, 17.0, .007583876618287594},
+        {16.0, 18.0, .007385899933505551},
+        {16.0, 19.0, .007212328560607852},
+        {16.0, 20.0, .007059220321091879},
+        {17.0, 10.0, .01014568069918883},
+        {17.0, 11.0, 0.00949900745283617},
+        {17.0, 12.0, .008970786693291802},
+        {17.0, 13.0, .008532715206686251},
+        {17.0, 14.0, .008164687232662443},
+        {17.0, 15.0, .007852047581145882},
+        {17.0, 16.0, .007583876618287594},
+        {17.0, 17.0, .007351882161431358},
+        {17.0, 18.0, .007149662089534654},
+        {17.0, 19.0, .006972200907152378},
+        {17.0, 20.0, .006815518216094137},
+        {18.0, 10.0, .009983653199146491},
+        {18.0, 11.0, .009329379874933402},
+        {18.0, 12.0, .008794318926790865},
+        {18.0, 13.0, .008350069108807093},
+        {18.0, 14.0, .007976441942841219},
+        {18.0, 15.0, .007658712051540045},
+        {18.0, 16.0, .007385899933505551},
+        {18.0, 17.0, .007149662089534654},
+        {18.0, 18.0, .006943552208153373},
+        {18.0, 19.0, .006762516574228829},
+        {18.0, 20.0, .006602541598043117},
+        {19.0, 10.0, .009842674320242729},
+        {19.0, 11.0, 0.00918156080743147},
+        {19.0, 12.0, .008640321527910711},
+        {19.0, 13.0, .008190472517984874},
+        {19.0, 14.0, .007811755112234388},
+        {19.0, 15.0, .007489384065757007},
+        {19.0, 16.0, .007212328560607852},
+        {19.0, 17.0, .006972200907152378},
+        {19.0, 18.0, .006762516574228829},
+        {19.0, 19.0, .006578188655176814},
+        {19.0, 20.0, .006415174623476747},
+        {20.0, 10.0, 0.0097192081956071},
+        {20.0, 11.0, 0.00905191635141762},
+        {20.0, 12.0, .008505077879954796},
+        {20.0, 13.0, .008050138630244345},
+        {20.0, 14.0, .007666780069317652},
+        {20.0, 15.0, .007340165635725612},
+        {20.0, 16.0, .007059220321091879},
+        {20.0, 17.0, .006815518216094137},
+        {20.0, 18.0, .006602541598043117},
+        {20.0, 19.0, .006415174623476747},
+        {20.0, 20.0, .006249349445691423},
     };
 
     private static double sumDeltaMinusDeltaSum(final double a,
@@ -664,9 +664,8 @@ public class LogBetaTest {
         } catch (final InvocationTargetException e) {
             if (e.getTargetException() instanceof GammaException) {
                 throw (GammaException) e.getTargetException();
-            } else {
-                Assertions.fail(e.getTargetException().getMessage());
             }
+            Assertions.fail(e.getTargetException().getMessage());
         }
 
         return Double.NaN;
@@ -696,10 +695,9 @@ public class LogBetaTest {
     }
 
     @Test
-    public void testSumDeltaMinusDeltaSumPrecondition2()
-    {
+    public void testSumDeltaMinusDeltaSumPrecondition2() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> sumDeltaMinusDeltaSum(10, 9)
+            () -> sumDeltaMinusDeltaSum(10, 9)
         );
     }
 }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGamma1pTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGamma1pTest.java
index 5aead6d..33ac6ad 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGamma1pTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGamma1pTest.java
@@ -24,23 +24,23 @@ import org.junit.jupiter.api.Test;
  */
 public class LogGamma1pTest {
     private static final double[][] LOG_GAMMA1P_REF = {
-        { - 0.5 , .5723649429247001 },
-        { - 0.375 , .3608294954889402 },
-        { - 0.25 , .2032809514312954 },
-        { - 0.125 , .08585870722533433 },
-        { 0.0 , 0.0 },
-        { 0.125 , - .06002318412603958 },
-        { 0.25 , - .09827183642181316 },
-        { 0.375 , - .1177552707410788 },
-        { 0.5 , - .1207822376352452 },
-        { 0.625 , - .1091741337567954 },
-        { 0.75 , - .08440112102048555 },
-        { 0.875 , - 0.0476726853991883 },
-        { 1.0 , 0.0 },
-        { 1.125 , .05775985153034387 },
-        { 1.25 , .1248717148923966 },
-        { 1.375 , .2006984603774558 },
-        { 1.5 , .2846828704729192 },
+        {-0.5, .5723649429247001},
+        {-0.375, .3608294954889402},
+        {-0.25, .2032809514312954},
+        {-0.125, .08585870722533433},
+        {0.0, 0.0},
+        {0.125, -.06002318412603958},
+        {0.25, -.09827183642181316},
+        {0.375, -.1177552707410788},
+        {0.5, -.1207822376352452},
+        {0.625, -.1091741337567954},
+        {0.75, -.08440112102048555},
+        {0.875, -0.0476726853991883},
+        {1.0, 0.0},
+        {1.125, .05775985153034387},
+        {1.25, .1248717148923966},
+        {1.375, .2006984603774558},
+        {1.5, .2846828704729192},
     };
 
     @Test
@@ -59,14 +59,14 @@ public class LogGamma1pTest {
     @Test
     public void testLogGamma1pPrecondition1() {
         Assertions.assertThrows(GammaException.class,
-                () -> LogGamma1p.value(-0.51)
+            () -> LogGamma1p.value(-0.51)
         );
     }
 
     @Test
     public void testLogGamma1pPrecondition2() {
         Assertions.assertThrows(GammaException.class,
-                () -> LogGamma1p.value(1.51)
+            () -> LogGamma1p.value(1.51)
         );
     }
 }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaSumTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaSumTest.java
index 0e6eb9d..9bba2b0 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaSumTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaSumTest.java
@@ -45,87 +45,87 @@ public class LogGammaSumTest {
      * </pre>
      */
     private static final double[][] LOG_GAMMA_SUM_REF = {
-        { 1.0 , 1.0 , 0.0 },
-        { 1.0 , 1.125 , .05775985153034387 },
-        { 1.0 , 1.25 , .1248717148923966 },
-        { 1.0 , 1.375 , .2006984603774558 },
-        { 1.0 , 1.5 , .2846828704729192 },
-        { 1.0 , 1.625 , .3763336820249054 },
-        { 1.0 , 1.75 , .4752146669149371 },
-        { 1.0 , 1.875 , .5809359740231859 },
-        { 1.0 , 2.0 , .6931471805599453 },
-        { 1.125 , 1.0 , .05775985153034387 },
-        { 1.125 , 1.125 , .1248717148923966 },
-        { 1.125 , 1.25 , .2006984603774558 },
-        { 1.125 , 1.375 , .2846828704729192 },
-        { 1.125 , 1.5 , .3763336820249054 },
-        { 1.125 , 1.625 , .4752146669149371 },
-        { 1.125 , 1.75 , .5809359740231859 },
-        { 1.125 , 1.875 , .6931471805599453 },
-        { 1.125 , 2.0 , 0.811531653906724 },
-        { 1.25 , 1.0 , .1248717148923966 },
-        { 1.25 , 1.125 , .2006984603774558 },
-        { 1.25 , 1.25 , .2846828704729192 },
-        { 1.25 , 1.375 , .3763336820249054 },
-        { 1.25 , 1.5 , .4752146669149371 },
-        { 1.25 , 1.625 , .5809359740231859 },
-        { 1.25 , 1.75 , .6931471805599453 },
-        { 1.25 , 1.875 , 0.811531653906724 },
-        { 1.25 , 2.0 , .9358019311087253 },
-        { 1.375 , 1.0 , .2006984603774558 },
-        { 1.375 , 1.125 , .2846828704729192 },
-        { 1.375 , 1.25 , .3763336820249054 },
-        { 1.375 , 1.375 , .4752146669149371 },
-        { 1.375 , 1.5 , .5809359740231859 },
-        { 1.375 , 1.625 , .6931471805599453 },
-        { 1.375 , 1.75 , 0.811531653906724 },
-        { 1.375 , 1.875 , .9358019311087253 },
-        { 1.375 , 2.0 , 1.06569589786406 },
-        { 1.5 , 1.0 , .2846828704729192 },
-        { 1.5 , 1.125 , .3763336820249054 },
-        { 1.5 , 1.25 , .4752146669149371 },
-        { 1.5 , 1.375 , .5809359740231859 },
-        { 1.5 , 1.5 , .6931471805599453 },
-        { 1.5 , 1.625 , 0.811531653906724 },
-        { 1.5 , 1.75 , .9358019311087253 },
-        { 1.5 , 1.875 , 1.06569589786406 },
-        { 1.5 , 2.0 , 1.200973602347074 },
-        { 1.625 , 1.0 , .3763336820249054 },
-        { 1.625 , 1.125 , .4752146669149371 },
-        { 1.625 , 1.25 , .5809359740231859 },
-        { 1.625 , 1.375 , .6931471805599453 },
-        { 1.625 , 1.5 , 0.811531653906724 },
-        { 1.625 , 1.625 , .9358019311087253 },
-        { 1.625 , 1.75 , 1.06569589786406 },
-        { 1.625 , 1.875 , 1.200973602347074 },
-        { 1.625 , 2.0 , 1.341414578068493 },
-        { 1.75 , 1.0 , .4752146669149371 },
-        { 1.75 , 1.125 , .5809359740231859 },
-        { 1.75 , 1.25 , .6931471805599453 },
-        { 1.75 , 1.375 , 0.811531653906724 },
-        { 1.75 , 1.5 , .9358019311087253 },
-        { 1.75 , 1.625 , 1.06569589786406 },
-        { 1.75 , 1.75 , 1.200973602347074 },
-        { 1.75 , 1.875 , 1.341414578068493 },
-        { 1.75 , 2.0 , 1.486815578593417 },
-        { 1.875 , 1.0 , .5809359740231859 },
-        { 1.875 , 1.125 , .6931471805599453 },
-        { 1.875 , 1.25 , 0.811531653906724 },
-        { 1.875 , 1.375 , .9358019311087253 },
-        { 1.875 , 1.5 , 1.06569589786406 },
-        { 1.875 , 1.625 , 1.200973602347074 },
-        { 1.875 , 1.75 , 1.341414578068493 },
-        { 1.875 , 1.875 , 1.486815578593417 },
-        { 1.875 , 2.0 , 1.6369886482725 },
-        { 2.0 , 1.0 , .6931471805599453 },
-        { 2.0 , 1.125 , 0.811531653906724 },
-        { 2.0 , 1.25 , .9358019311087253 },
-        { 2.0 , 1.375 , 1.06569589786406 },
-        { 2.0 , 1.5 , 1.200973602347074 },
-        { 2.0 , 1.625 , 1.341414578068493 },
-        { 2.0 , 1.75 , 1.486815578593417 },
-        { 2.0 , 1.875 , 1.6369886482725 },
-        { 2.0 , 2.0 , 1.791759469228055 },
+        {1.0, 1.0, 0.0},
+        {1.0, 1.125, .05775985153034387},
+        {1.0, 1.25, .1248717148923966},
+        {1.0, 1.375, .2006984603774558},
+        {1.0, 1.5, .2846828704729192},
+        {1.0, 1.625, .3763336820249054},
+        {1.0, 1.75, .4752146669149371},
+        {1.0, 1.875, .5809359740231859},
+        {1.0, 2.0, .6931471805599453},
+        {1.125, 1.0, .05775985153034387},
+        {1.125, 1.125, .1248717148923966},
+        {1.125, 1.25, .2006984603774558},
+        {1.125, 1.375, .2846828704729192},
+        {1.125, 1.5, .3763336820249054},
+        {1.125, 1.625, .4752146669149371},
+        {1.125, 1.75, .5809359740231859},
+        {1.125, 1.875, .6931471805599453},
+        {1.125, 2.0, 0.811531653906724},
+        {1.25, 1.0, .1248717148923966},
+        {1.25, 1.125, .2006984603774558},
+        {1.25, 1.25, .2846828704729192},
+        {1.25, 1.375, .3763336820249054},
+        {1.25, 1.5, .4752146669149371},
+        {1.25, 1.625, .5809359740231859},
+        {1.25, 1.75, .6931471805599453},
+        {1.25, 1.875, 0.811531653906724},
+        {1.25, 2.0, .9358019311087253},
+        {1.375, 1.0, .2006984603774558},
+        {1.375, 1.125, .2846828704729192},
+        {1.375, 1.25, .3763336820249054},
+        {1.375, 1.375, .4752146669149371},
+        {1.375, 1.5, .5809359740231859},
+        {1.375, 1.625, .6931471805599453},
+        {1.375, 1.75, 0.811531653906724},
+        {1.375, 1.875, .9358019311087253},
+        {1.375, 2.0, 1.06569589786406},
+        {1.5, 1.0, .2846828704729192},
+        {1.5, 1.125, .3763336820249054},
+        {1.5, 1.25, .4752146669149371},
+        {1.5, 1.375, .5809359740231859},
+        {1.5, 1.5, .6931471805599453},
+        {1.5, 1.625, 0.811531653906724},
+        {1.5, 1.75, .9358019311087253},
+        {1.5, 1.875, 1.06569589786406},
+        {1.5, 2.0, 1.200973602347074},
+        {1.625, 1.0, .3763336820249054},
+        {1.625, 1.125, .4752146669149371},
+        {1.625, 1.25, .5809359740231859},
+        {1.625, 1.375, .6931471805599453},
+        {1.625, 1.5, 0.811531653906724},
+        {1.625, 1.625, .9358019311087253},
+        {1.625, 1.75, 1.06569589786406},
+        {1.625, 1.875, 1.200973602347074},
+        {1.625, 2.0, 1.341414578068493},
+        {1.75, 1.0, .4752146669149371},
+        {1.75, 1.125, .5809359740231859},
+        {1.75, 1.25, .6931471805599453},
+        {1.75, 1.375, 0.811531653906724},
+        {1.75, 1.5, .9358019311087253},
+        {1.75, 1.625, 1.06569589786406},
+        {1.75, 1.75, 1.200973602347074},
+        {1.75, 1.875, 1.341414578068493},
+        {1.75, 2.0, 1.486815578593417},
+        {1.875, 1.0, .5809359740231859},
+        {1.875, 1.125, .6931471805599453},
+        {1.875, 1.25, 0.811531653906724},
+        {1.875, 1.375, .9358019311087253},
+        {1.875, 1.5, 1.06569589786406},
+        {1.875, 1.625, 1.200973602347074},
+        {1.875, 1.75, 1.341414578068493},
+        {1.875, 1.875, 1.486815578593417},
+        {1.875, 2.0, 1.6369886482725},
+        {2.0, 1.0, .6931471805599453},
+        {2.0, 1.125, 0.811531653906724},
+        {2.0, 1.25, .9358019311087253},
+        {2.0, 1.375, 1.06569589786406},
+        {2.0, 1.5, 1.200973602347074},
+        {2.0, 1.625, 1.341414578068493},
+        {2.0, 1.75, 1.486815578593417},
+        {2.0, 1.875, 1.6369886482725},
+        {2.0, 2.0, 1.791759469228055},
     };
 
     @Test
@@ -154,21 +154,21 @@ public class LogGammaSumTest {
     @Test
     public void testLogGammaSumPrecondition2() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> LogGammaSum.value(3, 1)
+            () -> LogGammaSum.value(3, 1)
         );
     }
 
     @Test
     public void testLogGammaSumPrecondition3() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> LogGammaSum.value(1, 0)
+            () -> LogGammaSum.value(1, 0)
         );
     }
 
     @Test
     public void testLogGammaSumPrecondition4() {
         Assertions.assertThrows(IllegalArgumentException.class,
-                () -> LogGammaSum.value(1, 3)
+            () -> LogGammaSum.value(1, 3)
         );
     }
 }
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaTest.java
index be6496e..698d8e8 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/LogGammaTest.java
@@ -23,26 +23,6 @@ import org.junit.jupiter.api.Test;
  * Tests for {@link LogGamma}.
  */
 public class LogGammaTest {
-    @Test
-    public void testLogGammaNan() {
-        testLogGamma(Double.NaN, Double.NaN);
-    }
-
-    @Test
-    public void testLogGammaNegative() {
-        testLogGamma(Double.NaN, -1.0);
-    }
-
-    @Test
-    public void testLogGammaZero() {
-        testLogGamma(Double.NaN, 0.0);
-    }
-
-    @Test
-    public void testLogGammaPositive() {
-        testLogGamma(0.6931471805599457, 3.0);
-    }
-
     /**
      * Reference data for the {@link Gamma#logGamma(double)} function. This data
      * was generated with the following <a
@@ -61,141 +41,161 @@ public class LogGammaTest {
      * </pre>
      */
     private static final double[][] LOG_GAMMA_REF = {
-        { 0.125 , 2.019418357553796 },
-        { 0.25 , 1.288022524698077 },
-        { 0.375 , .8630739822706475 },
-        { 0.5 , .5723649429247001 },
-        { 0.625 , .3608294954889402 },
-        { 0.75 , .2032809514312954 },
-        { 0.875 , .08585870722533433 },
-        { 0.890625 , .07353860936979656 },
-        { 0.90625 , .06169536624059108 },
-        { 0.921875 , .05031670080005688 },
-        { 0.9375 , 0.0393909017345823 },
-        { 0.953125 , .02890678734595923 },
-        { 0.96875 , .01885367233441289 },
-        { 0.984375 , .009221337197578781 },
-        { 1.0 , 0.0 },
-        { 1.015625 , - 0.00881970970573307 },
-        { 1.03125 , - .01724677500176807 },
-        { 1.046875 , - .02528981394675729 },
-        { 1.0625 , - .03295710029357782 },
-        { 1.078125 , - .04025658272400143 },
-        { 1.09375 , - .04719590272716985 },
-        { 1.109375 , - .05378241123619192 },
-        { 1.125 , - .06002318412603958 },
-        { 1.25 , - .09827183642181316 },
-        { 1.375 , - .1177552707410788 },
-        { 1.5 , - .1207822376352452 },
-        { 1.625 , - .1091741337567954 },
-        { 1.75 , - .08440112102048555 },
-        { 1.875 , - 0.0476726853991883 },
-        { 1.890625 , - .04229320615532515 },
-        { 1.90625 , - .03674470657266143 },
-        { 1.921875 , - .03102893865389552 },
-        { 1.9375 , - .02514761940298887 },
-        { 1.953125 , - .01910243184040138 },
-        { 1.96875 , - .01289502598016741 },
-        { 1.984375 , - .006527019770560387 },
-        { 2.0 , 0.0 },
-        { 2.015625 , .006684476830232185 },
-        { 2.03125 , .01352488366498562 },
-        { 2.046875 , .02051972208453692 },
-        { 2.0625 , .02766752152285702 },
-        { 2.078125 , 0.0349668385135861 },
-        { 2.09375 , .04241625596251728 },
-        { 2.109375 , .05001438244545164 },
-        { 2.125 , .05775985153034387 },
-        { 2.25 , .1248717148923966 },
-        { 2.375 , .2006984603774558 },
-        { 2.5 , .2846828704729192 },
-        { 2.625 , .3763336820249054 },
-        { 2.75 , .4752146669149371 },
-        { 2.875 , .5809359740231859 },
-        { 2.890625 , .5946142560817441 },
-        { 2.90625 , .6083932548009232 },
-        { 2.921875 , .6222723333588501 },
-        { 2.9375 , .6362508628423761 },
-        { 2.953125 , .6503282221022278 },
-        { 2.96875 , .6645037976116387 },
-        { 2.984375 , 0.678776983328359 },
-        { 3.0 , .6931471805599453 },
-        { 3.015625 , .7076137978322324 },
-        { 3.03125 , .7221762507608962 },
-        { 3.046875 , .7368339619260166 },
-        { 3.0625 , 0.751586360749556 },
-        { 3.078125 , .7664328833756681 },
-        { 3.09375 , .7813729725537568 },
-        { 3.109375 , .7964060775242092 },
-        { 3.125 , 0.811531653906724 },
-        { 3.25 , .9358019311087253 },
-        { 3.375 , 1.06569589786406 },
-        { 3.5 , 1.200973602347074 },
-        { 3.625 , 1.341414578068493 },
-        { 3.75 , 1.486815578593417 },
-        { 3.875 , 1.6369886482725 },
-        { 4.0 , 1.791759469228055 },
-        { 4.125 , 1.950965937095089 },
-        { 4.25 , 2.114456927450371 },
-        { 4.375 , 2.282091222188554 },
-        { 4.5 , 2.453736570842442 },
-        { 4.625 , 2.62926886637513 },
-        { 4.75 , 2.808571418575736 },
-        { 4.875 , 2.99153431107781 },
-        { 5.0 , 3.178053830347946 },
-        { 5.125 , 3.368031956881733 },
-        { 5.25 , 3.561375910386697 },
-        { 5.375 , 3.757997741998131 },
-        { 5.5 , 3.957813967618717 },
-        { 5.625 , 4.160745237339519 },
-        { 5.75 , 4.366716036622286 },
-        { 5.875 , 4.57565441552762 },
-        { 6.0 , 4.787491742782046 },
-        { 6.125 , 5.002162481906205 },
-        { 6.25 , 5.219603986990229 },
-        { 6.375 , 5.439756316011858 },
-        { 6.5 , 5.662562059857142 },
-        { 6.625 , 5.887966185430003 },
-        { 6.75 , 6.115915891431546 },
-        { 6.875 , 6.346360475557843 },
-        { 7.0 , 6.579251212010101 },
-        { 7.125 , 6.814541238336996 },
-        { 7.25 , 7.05218545073854 },
-        { 7.375 , 7.292140407056348 },
-        { 7.5 , 7.534364236758733 },
-        { 7.625 , 7.778816557302289 },
-        { 7.75 , 8.025458396315983 },
-        { 7.875 , 8.274252119110479 },
-        { 8.0 , 8.525161361065415 },
-        { 8.125 , 8.77815096449171 },
-        { 8.25 , 9.033186919605123 },
-        { 8.375 , 9.290236309282232 },
-        { 8.5 , 9.549267257300997 },
-        { 8.625 , 9.810248879795765 },
-        { 8.75 , 10.07315123968124 },
-        { 8.875 , 10.33794530382217 },
-        { 9.0 , 10.60460290274525 },
-        { 9.125 , 10.87309669270751 },
-        { 9.25 , 11.14340011995171 },
-        { 9.375 , 11.41548738699336 },
-        { 9.5 , 11.68933342079727 },
-        { 9.625 , 11.96491384271319 },
-        { 9.75 , 12.24220494005076 },
-        { 9.875 , 12.52118363918365 },
-        { 10.0 , 12.80182748008147 },
-        { 0.8 , .1520596783998376 },
-        { 100.0 , 359.1342053695754 },
-        { 1000.0 , 5905.220423209181 },
-        { 10000.0 , 82099.71749644238 },
-        { 100000.0 , 1051287.708973657 },
-        { 1000000.0 , 1.2815504569147612e+7 },
-        { 10000000.0 , 1.511809493694739e+8 },
-        { 1.e+8 , 1.7420680661038346e+9 },
-        { 1.e+9 , 1.972326582750371e+10 },
-        { 1.e+10 , 2.202585092888106e+11 },
+        {0.125, 2.019418357553796},
+        {0.25, 1.288022524698077},
+        {0.375, .8630739822706475},
+        {0.5, .5723649429247001},
+        {0.625, .3608294954889402},
+        {0.75, .2032809514312954},
+        {0.875, .08585870722533433},
+        {0.890625, .07353860936979656},
+        {0.90625, .06169536624059108},
+        {0.921875, .05031670080005688},
+        {0.9375, 0.0393909017345823},
+        {0.953125, .02890678734595923},
+        {0.96875, .01885367233441289},
+        {0.984375, .009221337197578781},
+        {1.0, 0.0},
+        {1.015625, -0.00881970970573307},
+        {1.03125, -.01724677500176807},
+        {1.046875, -.02528981394675729},
+        {1.0625, -.03295710029357782},
+        {1.078125, -.04025658272400143},
+        {1.09375, -.04719590272716985},
+        {1.109375, -.05378241123619192},
+        {1.125, -.06002318412603958},
+        {1.25, -.09827183642181316},
+        {1.375, -.1177552707410788},
+        {1.5, -.1207822376352452},
+        {1.625, -.1091741337567954},
+        {1.75, -.08440112102048555},
+        {1.875, -0.0476726853991883},
+        {1.890625, -.04229320615532515},
+        {1.90625, -.03674470657266143},
+        {1.921875, -.03102893865389552},
+        {1.9375, -.02514761940298887},
+        {1.953125, -.01910243184040138},
+        {1.96875, -.01289502598016741},
+        {1.984375, -.006527019770560387},
+        {2.0, 0.0},
+        {2.015625, .006684476830232185},
+        {2.03125, .01352488366498562},
+        {2.046875, .02051972208453692},
+        {2.0625, .02766752152285702},
+        {2.078125, 0.0349668385135861},
+        {2.09375, .04241625596251728},
+        {2.109375, .05001438244545164},
+        {2.125, .05775985153034387},
+        {2.25, .1248717148923966},
+        {2.375, .2006984603774558},
+        {2.5, .2846828704729192},
+        {2.625, .3763336820249054},
+        {2.75, .4752146669149371},
+        {2.875, .5809359740231859},
+        {2.890625, .5946142560817441},
+        {2.90625, .6083932548009232},
+        {2.921875, .6222723333588501},
+        {2.9375, .6362508628423761},
+        {2.953125, .6503282221022278},
+        {2.96875, .6645037976116387},
+        {2.984375, 0.678776983328359},
+        {3.0, .6931471805599453},
+        {3.015625, .7076137978322324},
+        {3.03125, .7221762507608962},
+        {3.046875, .7368339619260166},
+        {3.0625, 0.751586360749556},
+        {3.078125, .7664328833756681},
+        {3.09375, .7813729725537568},
+        {3.109375, .7964060775242092},
+        {3.125, 0.811531653906724},
+        {3.25, .9358019311087253},
+        {3.375, 1.06569589786406},
+        {3.5, 1.200973602347074},
+        {3.625, 1.341414578068493},
+        {3.75, 1.486815578593417},
+        {3.875, 1.6369886482725},
+        {4.0, 1.791759469228055},
+        {4.125, 1.950965937095089},
+        {4.25, 2.114456927450371},
+        {4.375, 2.282091222188554},
+        {4.5, 2.453736570842442},
+        {4.625, 2.62926886637513},
+        {4.75, 2.808571418575736},
+        {4.875, 2.99153431107781},
+        {5.0, 3.178053830347946},
+        {5.125, 3.368031956881733},
+        {5.25, 3.561375910386697},
+        {5.375, 3.757997741998131},
+        {5.5, 3.957813967618717},
+        {5.625, 4.160745237339519},
+        {5.75, 4.366716036622286},
+        {5.875, 4.57565441552762},
+        {6.0, 4.787491742782046},
+        {6.125, 5.002162481906205},
+        {6.25, 5.219603986990229},
+        {6.375, 5.439756316011858},
+        {6.5, 5.662562059857142},
+        {6.625, 5.887966185430003},
+        {6.75, 6.115915891431546},
+        {6.875, 6.346360475557843},
+        {7.0, 6.579251212010101},
+        {7.125, 6.814541238336996},
+        {7.25, 7.05218545073854},
+        {7.375, 7.292140407056348},
+        {7.5, 7.534364236758733},
+        {7.625, 7.778816557302289},
+        {7.75, 8.025458396315983},
+        {7.875, 8.274252119110479},
+        {8.0, 8.525161361065415},
+        {8.125, 8.77815096449171},
+        {8.25, 9.033186919605123},
+        {8.375, 9.290236309282232},
+        {8.5, 9.549267257300997},
+        {8.625, 9.810248879795765},
+        {8.75, 10.07315123968124},
+        {8.875, 10.33794530382217},
+        {9.0, 10.60460290274525},
+        {9.125, 10.87309669270751},
+        {9.25, 11.14340011995171},
+        {9.375, 11.41548738699336},
+        {9.5, 11.68933342079727},
+        {9.625, 11.96491384271319},
+        {9.75, 12.24220494005076},
+        {9.875, 12.52118363918365},
+        {10.0, 12.80182748008147},
+        {0.8, .1520596783998376},
+        {100.0, 359.1342053695754},
+        {1000.0, 5905.220423209181},
+        {10000.0, 82099.71749644238},
+        {100000.0, 1051287.708973657},
+        {1000000.0, 1.2815504569147612e+7},
+        {10000000.0, 1.511809493694739e+8},
+        {1.e+8, 1.7420680661038346e+9},
+        {1.e+9, 1.972326582750371e+10},
+        {1.e+10, 2.202585092888106e+11},
     };
 
     @Test
+    public void testLogGammaNan() {
+        testLogGamma(Double.NaN, Double.NaN);
+    }
+
+    @Test
+    public void testLogGammaNegative() {
+        testLogGamma(Double.NaN, -1.0);
+    }
+
+    @Test
+    public void testLogGammaZero() {
+        testLogGamma(Double.NaN, 0.0);
+    }
+
+    @Test
+    public void testLogGammaPositive() {
+        testLogGamma(0.6931471805599457, 3.0);
+    }
+
+    @Test
     public void testLogGamma() {
         final int ulps = 3;
         for (int i = 0; i < LOG_GAMMA_REF.length; i++) {
diff --git a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/TrigammaTest.java b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/TrigammaTest.java
index bd7284f..f14fe78 100644
--- a/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/TrigammaTest.java
+++ b/commons-numbers-gamma/src/test/java/org/apache/commons/numbers/gamma/TrigammaTest.java
@@ -30,19 +30,19 @@ public class TrigammaTest {
         //
         // http://functions.wolfram.com/webMathematica/Evaluated.jsp?name=PolyGamma2&plottype=0&vars={%221%22,%22$i%22}&digits=20
         double[] data = {
-                1e-4, 1.0000000164469368793e8,
-                1e-3, 1.0000016425331958690e6,
-                1e-2, 10001.621213528313220,
-                1e-1, 101.43329915079275882,
-                1, 1.6449340668482264365,
-                2, 0.64493406684822643647,
-                3, 0.39493406684822643647,
-                4, 0.28382295573711532536,
-                5, 0.22132295573711532536,
-                10, 0.10516633568168574612,
-                20, 0.051270822935203119832,
-                50, 0.020201333226697125806,
-                100, 0.010050166663333571395
+            1e-4, 1.0000000164469368793e8,
+            1e-3, 1.0000016425331958690e6,
+            1e-2, 10001.621213528313220,
+            1e-1, 101.43329915079275882,
+            1, 1.6449340668482264365,
+            2, 0.64493406684822643647,
+            3, 0.39493406684822643647,
+            4, 0.28382295573711532536,
+            5, 0.22132295573711532536,
+            10, 0.10516633568168574612,
+            20, 0.051270822935203119832,
+            50, 0.020201333226697125806,
+            100, 0.010050166663333571395
         };
         for (int i = data.length - 2; i >= 0; i -= 2) {
             Assertions.assertEquals(data[i + 1], Trigamma.value(data[i]), eps, String.format("trigamma %.0f", data[i]));