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Added: websites/production/commons/content/proper/commons-rng/commons-rng-sampling/javadocs/api-1.1/org/apache/commons/rng/sampling/distribution/InverseTransformContinuousSampler.html
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+<li>Summary: </li>
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+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
+</ul>
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+<li>Detail: </li>
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle"><span class="packageLabelInType">Package</span> <a href="../../../../../../org/apache/commons/rng/sampling/distribution/package-summary.html">org.apache.commons.rng.sampling.distribution</a></div>
+<h2 title="Class InverseTransformContinuousSampler" class="title">Class InverseTransformContinuousSampler</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">org.apache.commons.rng.sampling.distribution.SamplerBase</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.rng.sampling.distribution.InverseTransformContinuousSampler</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">InverseTransformContinuousSampler</span>
+extends <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a>
+implements <a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></pre>
+<div class="block">Distribution sampler that uses the
+ <a href="https://en.wikipedia.org/wiki/Inverse_transform_sampling">
+ inversion method</a>.
+
+ It can be used to sample any distribution that provides access to its
+ <em>inverse cumulative probabilty function</em>.
+
+ <p>Example:</p>
+ <pre><code>
+ import org.apache.commons.math3.distribution.RealDistribution;
+ import org.apache.commons.math3.distribution.ChiSquaredDistribution;
+
+ import org.apache.commons.rng.simple.RandomSource;
+ import org.apache.commons.rng.sampling.distribution.ContinuousSampler;
+ import org.apache.commons.rng.sampling.distribution.InverseTransformContinuousSampler;
+ import org.apache.commons.rng.sampling.distribution.ContinuousInverseCumulativeProbabilityFunction;
+
+ // Distribution to sample.
+ final RealDistribution dist = new ChiSquaredDistribution(9);
+ // Create the sampler.
+ final ContinuousSampler chiSquareSampler =
+ new InverseTransformContinuousSampler(RandomSource.create(RandomSource.MT),
+ new ContinuousInverseCumulativeProbabilityFunction() {
+ public double inverseCumulativeProbability(double p) {
+ return dist.inverseCumulativeProbability(p);
+ }
+ });
+
+ // Generate random deviate.
+ double random = chiSquareSampler.sample();
+ </code></pre></div>
+<dl>
+<dt><span class="simpleTagLabel">Since:</span></dt>
+<dd>1.0</dd>
+</dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
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+</a>
+<h3>Constructor Summary</h3>
+<table class="memberSummary" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Constructor</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr class="altColor">
+<th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformContinuousSampler.html#InverseTransformContinuousSampler-org.apache.commons.rng.UniformRandomProvider-org.apache.commons.rng.sampling.distribution.ContinuousInverseCumulativeProbabilityFunction-">InverseTransformContinuousSampler</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ <a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousInverseCumulativeProbabilityFunction.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousInverseCumulativeProbabilityFunction</a> function)</code></th>
+<td class="colLast"> </td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
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+<li class="blockList"><a name="method.summary">
+<!-- -->
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+<h3>Method Summary</h3>
+<table class="memberSummary" summary="Method Summary table, listing methods, and an explanation">
+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colSecond" scope="col">Method</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>double</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformContinuousSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Creates a sample.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformContinuousSampler.html#toString--">toString</a></span>​()</code></th>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class java.lang.Object</h3>
+<code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait</code></li>
+</ul>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.org.apache.commons.rng.sampling.distribution.SamplerBase">
+<!-- -->
+</a>
+<h3>Methods inherited from class org.apache.commons.rng.sampling.distribution.<a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a></h3>
+<code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextDouble--">nextDouble</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextInt--">nextInt</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextInt-int-">nextInt</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextLong--">nextLong</a></code></li>
+</ul>
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+<!-- ========= CONSTRUCTOR DETAIL ======== -->
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+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="InverseTransformContinuousSampler-org.apache.commons.rng.UniformRandomProvider-org.apache.commons.rng.sampling.distribution.ContinuousInverseCumulativeProbabilityFunction-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>InverseTransformContinuousSampler</h4>
+<pre>public InverseTransformContinuousSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ <a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousInverseCumulativeProbabilityFunction.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousInverseCumulativeProbabilityFunction</a> function)</pre>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>function</code> - Inverse cumulative probability function.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
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+<h3>Method Detail</h3>
+<a name="sample--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>sample</h4>
+<pre>public double sample​()</pre>
+<div class="block">Creates a sample.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html#sample--">sample</a></code> in interface <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a sample.</dd>
+</dl>
+</li>
+</ul>
+<a name="toString--">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public java.lang.String toString​()</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#toString--">toString</a></code> in class <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a></code></dd>
+</dl>
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--- websites/production/commons/content/proper/commons-rng/commons-rng-sampling/javadocs/api-1.1/org/apache/commons/rng/sampling/distribution/InverseTransformDiscreteSampler.html (added)
+++ websites/production/commons/content/proper/commons-rng/commons-rng-sampling/javadocs/api-1.1/org/apache/commons/rng/sampling/distribution/InverseTransformDiscreteSampler.html Tue Aug 14 13:05:46 2018
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+<li>Detail: </li>
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+<li><a href="#constructor.detail">Constr</a> | </li>
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle"><span class="packageLabelInType">Package</span> <a href="../../../../../../org/apache/commons/rng/sampling/distribution/package-summary.html">org.apache.commons.rng.sampling.distribution</a></div>
+<h2 title="Class InverseTransformDiscreteSampler" class="title">Class InverseTransformDiscreteSampler</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">org.apache.commons.rng.sampling.distribution.SamplerBase</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.rng.sampling.distribution.InverseTransformDiscreteSampler</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></code></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">InverseTransformDiscreteSampler</span>
+extends <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a>
+implements <a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></pre>
+<div class="block">Distribution sampler that uses the
+ <a href="https://en.wikipedia.org/wiki/Inverse_transform_sampling">
+ inversion method</a>.
+
+ It can be used to sample any distribution that provides access to its
+ <em>inverse cumulative probabilty function</em>.
+
+ <p>Example:</p>
+ <pre><code>
+ import org.apache.commons.math3.distribution.IntegerDistribution;
+ import org.apache.commons.math3.distribution.BinomialDistribution;
+
+ import org.apache.commons.rng.simple.RandomSource;
+ import org.apache.commons.rng.sampling.distribution.DiscreteSampler;
+ import org.apache.commons.rng.sampling.distribution.InverseTransformDiscreteSampler;
+ import org.apache.commons.rng.sampling.distribution.DiscreteInverseCumulativeProbabilityFunction;
+
+ // Distribution to sample.
+ final IntegerDistribution dist = new BinomialDistribution(11, 0.56);
+ // Create the sampler.
+ final DiscreteSampler binomialSampler =
+ new InverseTransformDiscreteSampler(RandomSource.create(RandomSource.MT),
+ new DiscreteInverseCumulativeProbabilityFunction() {
+ public int inverseCumulativeProbability(double p) {
+ return dist.inverseCumulativeProbability(p);
+ }
+ });
+
+ // Generate random deviate.
+ int random = binomialSampler.sample();
+ </code></pre></div>
+<dl>
+<dt><span class="simpleTagLabel">Since:</span></dt>
+<dd>1.0</dd>
+</dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
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+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Constructor</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr class="altColor">
+<th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformDiscreteSampler.html#InverseTransformDiscreteSampler-org.apache.commons.rng.UniformRandomProvider-org.apache.commons.rng.sampling.distribution.DiscreteInverseCumulativeProbabilityFunction-">InverseTransformDiscreteSampler</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ <a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteInverseCumulativeProbabilityFunction.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteInverseCumulativeProbabilityFunction</a> function)</code></th>
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+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colSecond" scope="col">Method</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>int</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformDiscreteSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Creates a sample.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformDiscreteSampler.html#toString--">toString</a></span>​()</code></th>
+</tr>
+</table>
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+<li class="blockList"><a name="methods.inherited.from.class.org.apache.commons.rng.sampling.distribution.SamplerBase">
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+<code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextDouble--">nextDouble</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextInt--">nextInt</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextInt-int-">nextInt</a>, <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#nextLong--">nextLong</a></code></li>
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+<ul class="blockList">
+<li class="blockList"><a name="constructor.detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="InverseTransformDiscreteSampler-org.apache.commons.rng.UniformRandomProvider-org.apache.commons.rng.sampling.distribution.DiscreteInverseCumulativeProbabilityFunction-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>InverseTransformDiscreteSampler</h4>
+<pre>public InverseTransformDiscreteSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ <a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteInverseCumulativeProbabilityFunction.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteInverseCumulativeProbabilityFunction</a> function)</pre>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>function</code> - Inverse cumulative probability function.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
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+</a>
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+<a name="sample--">
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+</a>
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+<li class="blockList">
+<h4>sample</h4>
+<pre>public int sample​()</pre>
+<div class="block">Creates a sample.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html#sample--">sample</a></code> in interface <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a sample.</dd>
+</dl>
+</li>
+</ul>
+<a name="toString--">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public java.lang.String toString​()</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html#toString--">toString</a></code> in class <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a></code></dd>
+</dl>
+</li>
+</ul>
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+<div class="subTitle"><span class="packageLabelInType">Package</span> <a href="../../../../../../org/apache/commons/rng/sampling/distribution/package-summary.html">org.apache.commons.rng.sampling.distribution</a></div>
+<h2 title="Class InverseTransformParetoSampler" class="title">Class InverseTransformParetoSampler</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">org.apache.commons.rng.sampling.distribution.SamplerBase</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.rng.sampling.distribution.InverseTransformParetoSampler</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">InverseTransformParetoSampler</span>
+extends <a href="../../../../../../org/apache/commons/rng/sampling/distribution/SamplerBase.html" title="class in org.apache.commons.rng.sampling.distribution">SamplerBase</a>
+implements <a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></pre>
+<div class="block">Sampling from a <a href="https://en.wikipedia.org/wiki/Pareto_distribution">Pareto distribution</a>.</div>
+</li>
+</ul>
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+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
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+<table class="memberSummary" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Constructor</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr class="altColor">
+<th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformParetoSampler.html#InverseTransformParetoSampler-org.apache.commons.rng.UniformRandomProvider-double-double-">InverseTransformParetoSampler</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ double scale,
+ double shape)</code></th>
+<td class="colLast"> </td>
+</tr>
+</table>
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+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colSecond" scope="col">Method</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>double</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformParetoSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Creates a sample.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/InverseTransformParetoSampler.html#toString--">toString</a></span>​()</code></th>
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+<pre>public InverseTransformParetoSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ double scale,
+ double shape)</pre>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>scale</code> - Scale of the distribution.</dd>
+<dd><code>shape</code> - Shape of the distribution.</dd>
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+<div class="block">Creates a sample.</div>
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+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html#sample--">sample</a></code> in interface <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a sample.</dd>
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+<li><a href="#method.summary">Method</a></li>
+</ul>
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+<div class="subTitle"><span class="packageLabelInType">Package</span> <a href="../../../../../../org/apache/commons/rng/sampling/distribution/package-summary.html">org.apache.commons.rng.sampling.distribution</a></div>
+<h2 title="Class LargeMeanPoissonSampler" class="title">Class LargeMeanPoissonSampler</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.rng.sampling.distribution.LargeMeanPoissonSampler</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></code></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">LargeMeanPoissonSampler</span>
+extends java.lang.Object
+implements <a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></pre>
+<div class="block">Sampler for the <a href="http://mathworld.wolfram.com/PoissonDistribution.html">Poisson distribution</a>.
+
+ <ul>
+ <li>
+ For large means, we use the rejection algorithm described in
+ <blockquote>
+ Devroye, Luc. (1981).<i>The Computer Generation of Poisson Random Variables</i><br>
+ <strong>Computing</strong> vol. 26 pp. 197-207.
+ </blockquote>
+ </li>
+ </ul></div>
+<dl>
+<dt><span class="simpleTagLabel">Since:</span></dt>
+<dd>1.1
+
+ This sampler is suitable for <code>mean >= 40</code>.</dd>
+</dl>
+</li>
+</ul>
+</div>
+<div class="summary">
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+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Constructor</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr class="altColor">
+<th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LargeMeanPoissonSampler.html#LargeMeanPoissonSampler-org.apache.commons.rng.UniformRandomProvider-double-">LargeMeanPoissonSampler</a></span>​(org.apache.commons.rng.UniformRandomProvider rng,
+ double mean)</code></th>
+<td class="colLast"> </td>
+</tr>
+</table>
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+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colSecond" scope="col">Method</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>int</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LargeMeanPoissonSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Creates a sample.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LargeMeanPoissonSampler.html#toString--">toString</a></span>​()</code></th>
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+<h4>LargeMeanPoissonSampler</h4>
+<pre>public LargeMeanPoissonSampler​(org.apache.commons.rng.UniformRandomProvider rng,
+ double mean)</pre>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>rng</code> - Generator of uniformly distributed random numbers.</dd>
+<dd><code>mean</code> - Mean.</dd>
+<dt><span class="throwsLabel">Throws:</span></dt>
+<dd><code>java.lang.IllegalArgumentException</code> - if <code>mean <= 0</code>.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
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+<h4>sample</h4>
+<pre>public int sample​()</pre>
+<div class="block">Creates a sample.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html#sample--">sample</a></code> in interface <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/DiscreteSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">DiscreteSampler</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a sample.</dd>
+</dl>
+</li>
+</ul>
+<a name="toString--">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public java.lang.String toString​()</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code>toString</code> in class <code>java.lang.Object</code></dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
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+<h2 title="Class LogNormalSampler" class="title">Class LogNormalSampler</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.rng.sampling.distribution.LogNormalSampler</li>
+</ul>
+</li>
+</ul>
+<div class="description">
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+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">LogNormalSampler</span>
+extends java.lang.Object
+implements <a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></pre>
+<div class="block">Sampling from a log-normal distribution.</div>
+<dl>
+<dt><span class="simpleTagLabel">Since:</span></dt>
+<dd>1.1</dd>
+</dl>
+</li>
+</ul>
+</div>
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+<tr>
+<th class="colFirst" scope="col">Constructor</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr class="altColor">
+<th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LogNormalSampler.html#LogNormalSampler-org.apache.commons.rng.sampling.distribution.NormalizedGaussianSampler-double-double-">LogNormalSampler</a></span>​(<a href="../../../../../../org/apache/commons/rng/sampling/distribution/NormalizedGaussianSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">NormalizedGaussianSampler</a> gaussian,
+ double scale,
+ double shape)</code></th>
+<td class="colLast"> </td>
+</tr>
+</table>
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+</ul>
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+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colSecond" scope="col">Method</th>
+<th class="colLast" scope="col">Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>double</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LogNormalSampler.html#sample--">sample</a></span>​()</code></th>
+<td class="colLast">
+<div class="block">Creates a sample.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="../../../../../../org/apache/commons/rng/sampling/distribution/LogNormalSampler.html#toString--">toString</a></span>​()</code></th>
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+<!-- -->
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+<ul class="blockListLast">
+<li class="blockList">
+<h4>LogNormalSampler</h4>
+<pre>public LogNormalSampler​(<a href="../../../../../../org/apache/commons/rng/sampling/distribution/NormalizedGaussianSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">NormalizedGaussianSampler</a> gaussian,
+ double scale,
+ double shape)</pre>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>gaussian</code> - N(0,1) generator.</dd>
+<dd><code>scale</code> - Scale of the log-normal distribution.</dd>
+<dd><code>shape</code> - Shape of the log-normal distribution.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
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+<h4>sample</h4>
+<pre>public double sample​()</pre>
+<div class="block">Creates a sample.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html#sample--">sample</a></code> in interface <code><a href="../../../../../../org/apache/commons/rng/sampling/distribution/ContinuousSampler.html" title="interface in org.apache.commons.rng.sampling.distribution">ContinuousSampler</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a sample.</dd>
+</dl>
+</li>
+</ul>
+<a name="toString--">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public java.lang.String toString​()</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code>toString</code> in class <code>java.lang.Object</code></dd>
+</dl>
+</li>
+</ul>
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