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+<div class="subTitle">org.apache.commons.math3.distribution</div>
+<h2 title="Class LogisticDistribution" class="title">Class
LogisticDistribution</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true"
title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">org.apache.commons.math3.distribution.AbstractRealDistribution</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.math3.distribution.LogisticDistribution</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a
href="http://docs.oracle.com/javase/6/docs/api/java/io/Serializable.html?is-external=true"
title="class or interface in java.io">Serializable</a>, <a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html"
title="interface in
org.apache.commons.math3.distribution">RealDistribution</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.35">LogisticDistribution</a>
+extends <a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></pre>
+<div class="block">This class implements the Logistic distribution.</div>
+<dl><dt><span class="strong">Since:</span></dt>
+ <dd>3.4</dd>
+<dt><span class="strong">See Also:</span></dt><dd><a
href="http://en.wikipedia.org/wiki/Logistic_distribution">Logistic Distribution
(Wikipedia)</a>,
+<a href="http://mathworld.wolfram.com/LogisticDistribution.html">Logistic
Distribution (Mathworld)</a>,
+<a
href="../../../../../serialized-form.html#org.apache.commons.math3.distribution.LogisticDistribution">Serialized
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title="class in
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<a
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<a
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+<td class="colOne"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#LogisticDistribution(double,%20double)">LogisticDistribution</a></strong>(double mu,
+ double s)</code>
+<div class="block">Build a new instance.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#LogisticDistribution(org.apache.commons.math3.random.RandomGenerator,%20double,%20double)">LogisticDistribution</a></strong>(<a
href="../../../../../org/apache/commons/math3/random/RandomGenerator.html"
title="interface in
org.apache.commons.math3.random">RandomGenerator</a> rng,
+ double mu,
+ double s)</code>
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+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#cumulativeProbability(double)">cumulativeProbability</a></strong>(double x)</code>
+<div class="block">For a random variable <code>X</code> whose values are
distributed according
+ to this distribution, this method returns <code>P(X <= x)</code>.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#density(double)">density</a></strong>(double x)</code>
+<div class="block">Returns the probability density function (PDF) of this
distribution
+ evaluated at the specified point <code>x</code>.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getLocation()">getLocation</a></strong>()</code>
+<div class="block">Access the location parameter, <code>mu</code>.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getNumericalMean()">getNumericalMean</a></strong>()</code>
+<div class="block">Use this method to get the numerical value of the mean of
this
+ distribution.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getNumericalVariance()">getNumericalVariance</a></strong>()</code>
+<div class="block">Use this method to get the numerical value of the variance
of this
+ distribution.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getScale()">getScale</a></strong>()</code>
+<div class="block">Access the scale parameter, <code>s</code>.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getSupportLowerBound()">getSupportLowerBound</a></strong>()</code>
+<div class="block">Access the lower bound of the support.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#getSupportUpperBound()">getSupportUpperBound</a></strong>()</code>
+<div class="block">Access the upper bound of the support.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#inverseCumulativeProbability(double)">inverseCumulativeProbability</a></strong>(double p)</code>
+<div class="block">Computes the quantile function of this distribution.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#isSupportConnected()">isSupportConnected</a></strong>()</code>
+<div class="block">Use this method to get information about whether the
support is connected,
+ i.e. whether all values between the lower and upper bound of the support
+ are included in the support.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#isSupportLowerBoundInclusive()">isSupportLowerBoundInclusive</a></strong>()</code>
+<div class="block">Whether or not the lower bound of support is in the domain
of the density
+ function.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/LogisticDistribution.html#isSupportUpperBoundInclusive()">isSupportUpperBoundInclusive</a></strong>()</code>
+<div class="block">Whether or not the upper bound of support is in the domain
of the density
+ function.</div>
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+</table>
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href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></h3>
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<a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#getSolverAbsoluteAccuracy()">getSolverAbsoluteAccuracy</a>,
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+<h4>LogisticDistribution</h4>
+<pre>public <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.52">LogisticDistribution</a>(double mu,
+ double s)</pre>
+<div class="block">Build a new instance.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>mu</code> -
location parameter</dd><dd><code>s</code> - scale parameter (must be
positive)</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html"
title="class in
org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> -
if <code>beta <= 0</code></dd></dl>
+</li>
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double, double)">
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+<h4>LogisticDistribution</h4>
+<pre>public <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.64">LogisticDistribution</a>(<a
href="../../../../../org/apache/commons/math3/random/RandomGenerator.html"
title="interface in
org.apache.commons.math3.random">RandomGenerator</a> rng,
+ double mu,
+ double s)</pre>
+<div class="block">Build a new instance.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>rng</code> -
Random number generator</dd><dd><code>mu</code> - location
parameter</dd><dd><code>s</code> - scale parameter (must be positive)</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html"
title="class in
org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> -
if <code>beta <= 0</code></dd></dl>
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+<h4>getLocation</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.80">getLocation</a>()</pre>
+<div class="block">Access the location parameter, <code>mu</code>.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the location
parameter.</dd></dl>
+</li>
+</ul>
+<a name="getScale()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getScale</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.89">getScale</a>()</pre>
+<div class="block">Access the scale parameter, <code>s</code>.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the scale
parameter.</dd></dl>
+</li>
+</ul>
+<a name="density(double)">
+<!-- -->
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+<ul class="blockList">
+<li class="blockList">
+<h4>density</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.94">density</a>(double x)</pre>
+<div class="block">Returns the probability density function (PDF) of this
distribution
+ evaluated at the specified point <code>x</code>. In general, the PDF is
+ the derivative of the <a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html#cumulativeProbability(double)"><code>CDF</code></a>.
+ If the derivative does not exist at <code>x</code>, then an appropriate
+ replacement should be returned, e.g. <code>Double.POSITIVE_INFINITY</code>,
+ <code>Double.NaN</code>, or the limit inferior or limit superior of the
+ difference quotient.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>x</code> - the
point at which the PDF is evaluated</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the value of the probability
density function at point <code>x</code></dd></dl>
+</li>
+</ul>
+<a name="cumulativeProbability(double)">
+<!-- -->
+</a>
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+<h4>cumulativeProbability</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.101">cumulativeProbability</a>(double x)</pre>
+<div class="block">For a random variable <code>X</code> whose values are
distributed according
+ to this distribution, this method returns <code>P(X <= x)</code>. In other
+ words, this method represents the (cumulative) distribution function
+ (CDF) for this distribution.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>x</code> - the
point at which the CDF is evaluated</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the probability that a random
variable with this
+ distribution takes a value less than or equal to <code>x</code></dd></dl>
+</li>
+</ul>
+<a name="inverseCumulativeProbability(double)">
+<!-- -->
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+<h4>inverseCumulativeProbability</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.107">inverseCumulativeProbability</a>(double p)
+ throws <a
href="../../../../../org/apache/commons/math3/exception/OutOfRangeException.html"
title="class in
org.apache.commons.math3.exception">OutOfRangeException</a></pre>
+<div class="block"><strong>Description copied from class: <code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#inverseCumulativeProbability(double)">AbstractRealDistribution</a></code></strong></div>
+<div class="block">Computes the quantile function of this distribution. For a
random
+ variable <code>X</code> distributed according to this distribution, the
+ returned value is
+ <ul>
+ <li><code>inf{x in R | P(X<=x) >= p}</code> for <code>0 < p <=
1</code>,</li>
+ <li><code>inf{x in R | P(X<=x) > 0}</code> for <code>p = 0</code>.</li>
+ </ul>
+
+ The default implementation returns
+ <ul>
+ <li><a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html#getSupportLowerBound()"><code>RealDistribution.getSupportLowerBound()</code></a>
for <code>p = 0</code>,</li>
+ <li><a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html#getSupportUpperBound()"><code>RealDistribution.getSupportUpperBound()</code></a>
for <code>p = 1</code>.</li>
+ </ul></div>
+<dl>
+<dt><strong>Specified by:</strong></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html#inverseCumulativeProbability(double)">inverseCumulativeProbability</a></code> in
interface <code><a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html"
title="interface in
org.apache.commons.math3.distribution">RealDistribution</a></code></dd>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#inverseCumulativeProbability(double)">inverseCumulativeProbability</a></code> in
class <code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></code></dd>
+<dt><span class="strong">Parameters:</span></dt><dd><code>p</code> - the
cumulative probability</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the smallest
<code>p</code>-quantile of this distribution
+ (largest 0-quantile for <code>p = 0</code>)</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/OutOfRangeException.html"
title="class in
org.apache.commons.math3.exception">OutOfRangeException</a></code> - if <code>p
< 0</code> or <code>p > 1</code></dd></dl>
+</li>
+</ul>
+<a name="getNumericalMean()">
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+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumericalMean</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.119">getNumericalMean</a>()</pre>
+<div class="block">Use this method to get the numerical value of the mean of
this
+ distribution.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the mean or
<code>Double.NaN</code> if it is not defined</dd></dl>
+</li>
+</ul>
+<a name="getNumericalVariance()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumericalVariance</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.124">getNumericalVariance</a>()</pre>
+<div class="block">Use this method to get the numerical value of the variance
of this
+ distribution.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the variance (possibly
<code>Double.POSITIVE_INFINITY</code> as
+ for certain cases in <a
href="../../../../../org/apache/commons/math3/distribution/TDistribution.html"
title="class in
org.apache.commons.math3.distribution"><code>TDistribution</code></a>) or
<code>Double.NaN</code> if it
+ is not defined</dd></dl>
+</li>
+</ul>
+<a name="getSupportLowerBound()">
+<!-- -->
+</a>
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+<h4>getSupportLowerBound</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.129">getSupportLowerBound</a>()</pre>
+<div class="block">Access the lower bound of the support. This method must
return the same
+ value as <code>inverseCumulativeProbability(0)</code>. In other words, this
+ method must return
+ <p><code>inf {x in R | P(X <= x) > 0}</code>.</p></div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>lower bound of the
support (might be
+ <code>Double.NEGATIVE_INFINITY</code>)</dd></dl>
+</li>
+</ul>
+<a name="getSupportUpperBound()">
+<!-- -->
+</a>
+<ul class="blockList">
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+<h4>getSupportUpperBound</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.134">getSupportUpperBound</a>()</pre>
+<div class="block">Access the upper bound of the support. This method must
return the same
+ value as <code>inverseCumulativeProbability(1)</code>. In other words, this
+ method must return
+ <p><code>inf {x in R | P(X <= x) = 1}</code>.</p></div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>upper bound of the
support (might be
+ <code>Double.POSITIVE_INFINITY</code>)</dd></dl>
+</li>
+</ul>
+<a name="isSupportLowerBoundInclusive()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>isSupportLowerBoundInclusive</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.139">isSupportLowerBoundInclusive</a>()</pre>
+<div class="block">Whether or not the lower bound of support is in the domain
of the density
+ function. Returns true iff <code>getSupporLowerBound()</code> is finite and
+ <code>density(getSupportLowerBound())</code> returns a non-NaN, non-infinite
+ value.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>true if the lower bound
of support is finite and the density
+ function returns a non-NaN, non-infinite value there</dd></dl>
+</li>
+</ul>
+<a name="isSupportUpperBoundInclusive()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>isSupportUpperBoundInclusive</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.144">isSupportUpperBoundInclusive</a>()</pre>
+<div class="block">Whether or not the upper bound of support is in the domain
of the density
+ function. Returns true iff <code>getSupportUpperBound()</code> is finite and
+ <code>density(getSupportUpperBound())</code> returns a non-NaN, non-infinite
+ value.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>true if the upper bound
of support is finite and the density
+ function returns a non-NaN, non-infinite value there</dd></dl>
+</li>
+</ul>
+<a name="isSupportConnected()">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>isSupportConnected</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/LogisticDistribution.html#line.149">isSupportConnected</a>()</pre>
+<div class="block">Use this method to get information about whether the
support is connected,
+ i.e. whether all values between the lower and upper bound of the support
+ are included in the support.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>whether the support is
connected or not</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
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+<li>Detail: </li>
+<li><a href="#field_detail">Field</a> | </li>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.commons.math3.distribution</div>
+<h2 title="Class NakagamiDistribution" class="title">Class
NakagamiDistribution</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a
href="http://docs.oracle.com/javase/6/docs/api/java/lang/Object.html?is-external=true"
title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">org.apache.commons.math3.distribution.AbstractRealDistribution</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.math3.distribution.NakagamiDistribution</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a
href="http://docs.oracle.com/javase/6/docs/api/java/io/Serializable.html?is-external=true"
title="class or interface in java.io">Serializable</a>, <a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html"
title="interface in
org.apache.commons.math3.distribution">RealDistribution</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.34">NakagamiDistribution</a>
+extends <a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></pre>
+<div class="block">This class implements the Nakagami distribution.</div>
+<dl><dt><span class="strong">Since:</span></dt>
+ <dd>3.4</dd>
+<dt><span class="strong">See Also:</span></dt><dd><a
href="http://en.wikipedia.org/wiki/Nakagami_distribution">Nakagami Distribution
(Wikipedia)</a>,
+<a
href="../../../../../serialized-form.html#org.apache.commons.math3.distribution.NakagamiDistribution">Serialized
Form</a></dd></dl>
+</li>
+</ul>
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+<li class="blockList">
+<!-- =========== FIELD SUMMARY =========== -->
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+<li class="blockList"><a name="field_summary">
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+<h3>Field Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0"
summary="Field Summary table, listing fields, and an explanation">
+<caption><span>Fields</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Field and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>static double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#DEFAULT_INVERSE_ABSOLUTE_ACCURACY">DEFAULT_INVERSE_ABSOLUTE_ACCURACY</a></strong></code>
+<div class="block">Default inverse cumulative probability accuracy.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a
name="fields_inherited_from_class_org.apache.commons.math3.distribution.AbstractRealDistribution">
+<!-- -->
+</a>
+<h3>Fields inherited from class org.apache.commons.math3.distribution.<a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></h3>
+<code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#random">random</a>,
<a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#randomData">randomData</a>,
<a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#SOLVER_DEFAULT_ABSOLUTE_ACCURACY">SOLVER_DEFAULT_ABSOLUTE_ACCURACY</a></code></li>
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+</ul>
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
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+<li class="blockList"><a name="constructor_summary">
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+</a>
+<h3>Constructor Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0"
summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#NakagamiDistribution(double,%20double)">NakagamiDistribution</a></strong>(double mu,
+ double omega)</code>
+<div class="block">Build a new instance.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#NakagamiDistribution(double,%20double,%20double)">NakagamiDistribution</a></strong>(double mu,
+ double omega,
+
double inverseAbsoluteAccuracy)</code>
+<div class="block">Build a new instance.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#NakagamiDistribution(org.apache.commons.math3.random.RandomGenerator,%20double,%20double,%20double)">NakagamiDistribution</a></strong>(<a
href="../../../../../org/apache/commons/math3/random/RandomGenerator.html"
title="interface in
org.apache.commons.math3.random">RandomGenerator</a> rng,
+ double mu,
+ double omega,
+
double inverseAbsoluteAccuracy)</code>
+<div class="block">Build a new instance.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0"
summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd"> </span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#cumulativeProbability(double)">cumulativeProbability</a></strong>(double x)</code>
+<div class="block">For a random variable <code>X</code> whose values are
distributed according
+ to this distribution, this method returns <code>P(X <= x)</code>.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#density(double)">density</a></strong>(double x)</code>
+<div class="block">Returns the probability density function (PDF) of this
distribution
+ evaluated at the specified point <code>x</code>.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getNumericalMean()">getNumericalMean</a></strong>()</code>
+<div class="block">Use this method to get the numerical value of the mean of
this
+ distribution.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getNumericalVariance()">getNumericalVariance</a></strong>()</code>
+<div class="block">Use this method to get the numerical value of the variance
of this
+ distribution.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getScale()">getScale</a></strong>()</code>
+<div class="block">Access the scale parameter, <code>omega</code>.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getShape()">getShape</a></strong>()</code>
+<div class="block">Access the shape parameter, <code>mu</code>.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>protected double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getSolverAbsoluteAccuracy()">getSolverAbsoluteAccuracy</a></strong>()</code>
+<div class="block">Returns the solver absolute accuracy for inverse cumulative
computation.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getSupportLowerBound()">getSupportLowerBound</a></strong>()</code>
+<div class="block">Access the lower bound of the support.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#getSupportUpperBound()">getSupportUpperBound</a></strong>()</code>
+<div class="block">Access the upper bound of the support.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#isSupportConnected()">isSupportConnected</a></strong>()</code>
+<div class="block">Use this method to get information about whether the
support is connected,
+ i.e. whether all values between the lower and upper bound of the support
+ are included in the support.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#isSupportLowerBoundInclusive()">isSupportLowerBoundInclusive</a></strong>()</code>
+<div class="block">Whether or not the lower bound of support is in the domain
of the density
+ function.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>boolean</code></td>
+<td class="colLast"><code><strong><a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#isSupportUpperBoundInclusive()">isSupportUpperBoundInclusive</a></strong>()</code>
+<div class="block">Whether or not the upper bound of support is in the domain
of the density
+ function.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
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href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></h3>
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title="class or interface in java.lang">wait</a></code></li>
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+<ul class="blockList">
+<li class="blockList"><a name="field_detail">
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+<h3>Field Detail</h3>
+<a name="DEFAULT_INVERSE_ABSOLUTE_ACCURACY">
+<!-- -->
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+<h4>DEFAULT_INVERSE_ABSOLUTE_ACCURACY</h4>
+<pre>public static final double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.37">DEFAULT_INVERSE_ABSOLUTE_ACCURACY</a></pre>
+<div class="block">Default inverse cumulative probability accuracy.</div>
+<dl><dt><span class="strong">See Also:</span></dt><dd><a
href="../../../../../constant-values.html#org.apache.commons.math3.distribution.NakagamiDistribution.DEFAULT_INVERSE_ABSOLUTE_ACCURACY">Constant
Field Values</a></dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="NakagamiDistribution(double, double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>NakagamiDistribution</h4>
+<pre>public <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.57">NakagamiDistribution</a>(double mu,
+ double omega)</pre>
+<div class="block">Build a new instance.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>mu</code> -
shape parameter</dd><dd><code>omega</code> - scale parameter (must be
positive)</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NumberIsTooSmallException.html"
title="class in
org.apache.commons.math3.exception">NumberIsTooSmallException</a></code> - if
<code>mu < 0.5</code></dd>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html"
title="class in
org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> -
if <code>omega <= 0</code></dd></dl>
+</li>
+</ul>
+<a name="NakagamiDistribution(double, double, double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>NakagamiDistribution</h4>
+<pre>public <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.71">NakagamiDistribution</a>(double mu,
+ double omega,
+ double inverseAbsoluteAccuracy)</pre>
+<div class="block">Build a new instance.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>mu</code> -
shape parameter</dd><dd><code>omega</code> - scale parameter (must be
positive)</dd><dd><code>inverseAbsoluteAccuracy</code> - the maximum absolute
error in inverse
+ cumulative probability estimates (defaults to <a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#DEFAULT_INVERSE_ABSOLUTE_ACCURACY"><code>DEFAULT_INVERSE_ABSOLUTE_ACCURACY</code></a>).</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NumberIsTooSmallException.html"
title="class in
org.apache.commons.math3.exception">NumberIsTooSmallException</a></code> - if
<code>mu < 0.5</code></dd>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html"
title="class in
org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> -
if <code>omega <= 0</code></dd></dl>
+</li>
+</ul>
+<a name="NakagamiDistribution(org.apache.commons.math3.random.RandomGenerator,
double, double, double)">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>NakagamiDistribution</h4>
+<pre>public <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.86">NakagamiDistribution</a>(<a
href="../../../../../org/apache/commons/math3/random/RandomGenerator.html"
title="interface in
org.apache.commons.math3.random">RandomGenerator</a> rng,
+ double mu,
+ double omega,
+ double inverseAbsoluteAccuracy)</pre>
+<div class="block">Build a new instance.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>rng</code> -
Random number generator</dd><dd><code>mu</code> - shape
parameter</dd><dd><code>omega</code> - scale parameter (must be
positive)</dd><dd><code>inverseAbsoluteAccuracy</code> - the maximum absolute
error in inverse
+ cumulative probability estimates (defaults to <a
href="../../../../../org/apache/commons/math3/distribution/NakagamiDistribution.html#DEFAULT_INVERSE_ABSOLUTE_ACCURACY"><code>DEFAULT_INVERSE_ABSOLUTE_ACCURACY</code></a>).</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NumberIsTooSmallException.html"
title="class in
org.apache.commons.math3.exception">NumberIsTooSmallException</a></code> - if
<code>mu < 0.5</code></dd>
+<dd><code><a
href="../../../../../org/apache/commons/math3/exception/NotStrictlyPositiveException.html"
title="class in
org.apache.commons.math3.exception">NotStrictlyPositiveException</a></code> -
if <code>omega <= 0</code></dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="getShape()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getShape</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.106">getShape</a>()</pre>
+<div class="block">Access the shape parameter, <code>mu</code>.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the shape
parameter.</dd></dl>
+</li>
+</ul>
+<a name="getScale()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getScale</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.115">getScale</a>()</pre>
+<div class="block">Access the scale parameter, <code>omega</code>.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the scale
parameter.</dd></dl>
+</li>
+</ul>
+<a name="getSolverAbsoluteAccuracy()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getSolverAbsoluteAccuracy</h4>
+<pre>protected double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.120">getSolverAbsoluteAccuracy</a>()</pre>
+<div class="block"><strong>Description copied from class: <code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#getSolverAbsoluteAccuracy()">AbstractRealDistribution</a></code></strong></div>
+<div class="block">Returns the solver absolute accuracy for inverse cumulative
computation.
+ You can override this method in order to use a Brent solver with an
+ absolute accuracy different from the default.</div>
+<dl>
+<dt><strong>Overrides:</strong></dt>
+<dd><code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html#getSolverAbsoluteAccuracy()">getSolverAbsoluteAccuracy</a></code> in
class <code><a
href="../../../../../org/apache/commons/math3/distribution/AbstractRealDistribution.html"
title="class in
org.apache.commons.math3.distribution">AbstractRealDistribution</a></code></dd>
+<dt><span class="strong">Returns:</span></dt><dd>the maximum absolute error in
inverse cumulative probability estimates</dd></dl>
+</li>
+</ul>
+<a name="density(double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>density</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.125">density</a>(double x)</pre>
+<div class="block">Returns the probability density function (PDF) of this
distribution
+ evaluated at the specified point <code>x</code>. In general, the PDF is
+ the derivative of the <a
href="../../../../../org/apache/commons/math3/distribution/RealDistribution.html#cumulativeProbability(double)"><code>CDF</code></a>.
+ If the derivative does not exist at <code>x</code>, then an appropriate
+ replacement should be returned, e.g. <code>Double.POSITIVE_INFINITY</code>,
+ <code>Double.NaN</code>, or the limit inferior or limit superior of the
+ difference quotient.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>x</code> - the
point at which the PDF is evaluated</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the value of the probability
density function at point <code>x</code></dd></dl>
+</li>
+</ul>
+<a name="cumulativeProbability(double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>cumulativeProbability</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.134">cumulativeProbability</a>(double x)</pre>
+<div class="block">For a random variable <code>X</code> whose values are
distributed according
+ to this distribution, this method returns <code>P(X <= x)</code>. In other
+ words, this method represents the (cumulative) distribution function
+ (CDF) for this distribution.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>x</code> - the
point at which the CDF is evaluated</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the probability that a random
variable with this
+ distribution takes a value less than or equal to <code>x</code></dd></dl>
+</li>
+</ul>
+<a name="getNumericalMean()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumericalMean</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.139">getNumericalMean</a>()</pre>
+<div class="block">Use this method to get the numerical value of the mean of
this
+ distribution.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the mean or
<code>Double.NaN</code> if it is not defined</dd></dl>
+</li>
+</ul>
+<a name="getNumericalVariance()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumericalVariance</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.144">getNumericalVariance</a>()</pre>
+<div class="block">Use this method to get the numerical value of the variance
of this
+ distribution.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>the variance (possibly
<code>Double.POSITIVE_INFINITY</code> as
+ for certain cases in <a
href="../../../../../org/apache/commons/math3/distribution/TDistribution.html"
title="class in
org.apache.commons.math3.distribution"><code>TDistribution</code></a>) or
<code>Double.NaN</code> if it
+ is not defined</dd></dl>
+</li>
+</ul>
+<a name="getSupportLowerBound()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getSupportLowerBound</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.150">getSupportLowerBound</a>()</pre>
+<div class="block">Access the lower bound of the support. This method must
return the same
+ value as <code>inverseCumulativeProbability(0)</code>. In other words, this
+ method must return
+ <p><code>inf {x in R | P(X <= x) > 0}</code>.</p></div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>lower bound of the
support (might be
+ <code>Double.NEGATIVE_INFINITY</code>)</dd></dl>
+</li>
+</ul>
+<a name="getSupportUpperBound()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getSupportUpperBound</h4>
+<pre>public double <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.155">getSupportUpperBound</a>()</pre>
+<div class="block">Access the upper bound of the support. This method must
return the same
+ value as <code>inverseCumulativeProbability(1)</code>. In other words, this
+ method must return
+ <p><code>inf {x in R | P(X <= x) = 1}</code>.</p></div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>upper bound of the
support (might be
+ <code>Double.POSITIVE_INFINITY</code>)</dd></dl>
+</li>
+</ul>
+<a name="isSupportLowerBoundInclusive()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>isSupportLowerBoundInclusive</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.160">isSupportLowerBoundInclusive</a>()</pre>
+<div class="block">Whether or not the lower bound of support is in the domain
of the density
+ function. Returns true iff <code>getSupporLowerBound()</code> is finite and
+ <code>density(getSupportLowerBound())</code> returns a non-NaN, non-infinite
+ value.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>true if the lower bound
of support is finite and the density
+ function returns a non-NaN, non-infinite value there</dd></dl>
+</li>
+</ul>
+<a name="isSupportUpperBoundInclusive()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>isSupportUpperBoundInclusive</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.165">isSupportUpperBoundInclusive</a>()</pre>
+<div class="block">Whether or not the upper bound of support is in the domain
of the density
+ function. Returns true iff <code>getSupportUpperBound()</code> is finite and
+ <code>density(getSupportUpperBound())</code> returns a non-NaN, non-infinite
+ value.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>true if the upper bound
of support is finite and the density
+ function returns a non-NaN, non-infinite value there</dd></dl>
+</li>
+</ul>
+<a name="isSupportConnected()">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>isSupportConnected</h4>
+<pre>public boolean <a
href="../../../../../src-html/org/apache/commons/math3/distribution/NakagamiDistribution.html#line.170">isSupportConnected</a>()</pre>
+<div class="block">Use this method to get information about whether the
support is connected,
+ i.e. whether all values between the lower and upper bound of the support
+ are included in the support.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>whether the support is
connected or not</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
+<!-- ======= START OF BOTTOM NAVBAR ====== -->
+<div class="bottomNav"><a name="navbar_bottom">
+<!-- -->
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+<li><a href="package-summary.html">Package</a></li>
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==============================================================================
---
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Sat Oct 18 20:10:38 2014
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==============================================================================
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(added)
+++
websites/production/commons/content/proper/commons-math/apidocs/org/apache/commons/math3/distribution/class-use/LaplaceDistribution.html
Sat Oct 18 20:10:38 2014
@@ -0,0 +1,117 @@
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