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From er...@apache.org
Subject [26/51] [partial] commons-complex git commit: Removed "site-content" directory.
Date Fri, 06 Jan 2017 17:10:06 GMT
http://git-wip-us.apache.org/repos/asf/commons-complex/blob/b3576eeb/site-content/.svn/pristine/03/034c9d72dbab6638a375dc5056b97f038b797bbd.svn-base
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diff --git a/site-content/.svn/pristine/03/034c9d72dbab6638a375dc5056b97f038b797bbd.svn-base b/site-content/.svn/pristine/03/034c9d72dbab6638a375dc5056b97f038b797bbd.svn-base
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-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
-<head><meta http-equiv="content-type" content="text/html; charset=UTF-8" />
-<title>AbstractStorelessUnivariateStatistic xref</title>
-<link type="text/css" rel="stylesheet" href="../../../../../../stylesheet.css" />
-</head>
-<body>
-<div id="overview"><a href="../../../../../../../apidocs/org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html">View Javadoc</a></div><pre>
-<a class="jxr_linenumber" name="L1" href="#L1">1</a>   <em class="jxr_comment">/*</em>
-<a class="jxr_linenumber" name="L2" href="#L2">2</a>   <em class="jxr_comment"> * Licensed to the Apache Software Foundation (ASF) under one or more</em>
-<a class="jxr_linenumber" name="L3" href="#L3">3</a>   <em class="jxr_comment"> * contributor license agreements.  See the NOTICE file distributed with</em>
-<a class="jxr_linenumber" name="L4" href="#L4">4</a>   <em class="jxr_comment"> * this work for additional information regarding copyright ownership.</em>
-<a class="jxr_linenumber" name="L5" href="#L5">5</a>   <em class="jxr_comment"> * The ASF licenses this file to You under the Apache License, Version 2.0</em>
-<a class="jxr_linenumber" name="L6" href="#L6">6</a>   <em class="jxr_comment"> * (the "License"); you may not use this file except in compliance with</em>
-<a class="jxr_linenumber" name="L7" href="#L7">7</a>   <em class="jxr_comment"> * the License.  You may obtain a copy of the License at</em>
-<a class="jxr_linenumber" name="L8" href="#L8">8</a>   <em class="jxr_comment"> *</em>
-<a class="jxr_linenumber" name="L9" href="#L9">9</a>   <em class="jxr_comment"> *      <a href="http://www.apache.org/licenses/LICENSE-2." target="alexandria_uri">http://www.apache.org/licenses/LICENSE-2.</a>0</em>
-<a class="jxr_linenumber" name="L10" href="#L10">10</a>  <em class="jxr_comment"> *</em>
-<a class="jxr_linenumber" name="L11" href="#L11">11</a>  <em class="jxr_comment"> * Unless required by applicable law or agreed to in writing, software</em>
-<a class="jxr_linenumber" name="L12" href="#L12">12</a>  <em class="jxr_comment"> * distributed under the License is distributed on an "AS IS" BASIS,</em>
-<a class="jxr_linenumber" name="L13" href="#L13">13</a>  <em class="jxr_comment"> * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</em>
-<a class="jxr_linenumber" name="L14" href="#L14">14</a>  <em class="jxr_comment"> * See the License for the specific language governing permissions and</em>
-<a class="jxr_linenumber" name="L15" href="#L15">15</a>  <em class="jxr_comment"> * limitations under the License.</em>
-<a class="jxr_linenumber" name="L16" href="#L16">16</a>  <em class="jxr_comment"> */</em>
-<a class="jxr_linenumber" name="L17" href="#L17">17</a>  <strong class="jxr_keyword">package</strong> org.apache.commons.math3.stat.descriptive;
-<a class="jxr_linenumber" name="L18" href="#L18">18</a>  
-<a class="jxr_linenumber" name="L19" href="#L19">19</a>  <strong class="jxr_keyword">import</strong> org.apache.commons.math3.exception.util.LocalizedFormats;
-<a class="jxr_linenumber" name="L20" href="#L20">20</a>  <strong class="jxr_keyword">import</strong> org.apache.commons.math3.exception.MathIllegalArgumentException;
-<a class="jxr_linenumber" name="L21" href="#L21">21</a>  <strong class="jxr_keyword">import</strong> org.apache.commons.math3.exception.NullArgumentException;
-<a class="jxr_linenumber" name="L22" href="#L22">22</a>  <strong class="jxr_keyword">import</strong> org.apache.commons.math3.util.MathUtils;
-<a class="jxr_linenumber" name="L23" href="#L23">23</a>  <strong class="jxr_keyword">import</strong> org.apache.commons.math3.util.Precision;
-<a class="jxr_linenumber" name="L24" href="#L24">24</a>  
-<a class="jxr_linenumber" name="L25" href="#L25">25</a>  <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L26" href="#L26">26</a>  <em class="jxr_javadoccomment"> *</em>
-<a class="jxr_linenumber" name="L27" href="#L27">27</a>  <em class="jxr_javadoccomment"> * Abstract implementation of the {@link StorelessUnivariateStatistic} interface.</em>
-<a class="jxr_linenumber" name="L28" href="#L28">28</a>  <em class="jxr_javadoccomment"> * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L29" href="#L29">29</a>  <em class="jxr_javadoccomment"> * Provides default &lt;code&gt;evaluate()&lt;/code&gt; and &lt;code&gt;incrementAll(double[])&lt;/code&gt;</em>
-<a class="jxr_linenumber" name="L30" href="#L30">30</a>  <em class="jxr_javadoccomment"> * implementations.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L31" href="#L31">31</a>  <em class="jxr_javadoccomment"> * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L32" href="#L32">32</a>  <em class="jxr_javadoccomment"> * &lt;strong&gt;Note that these implementations are not synchronized.&lt;/strong&gt;&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L33" href="#L33">33</a>  <em class="jxr_javadoccomment"> *</em>
-<a class="jxr_linenumber" name="L34" href="#L34">34</a>  <em class="jxr_javadoccomment"> */</em>
-<a class="jxr_linenumber" name="L35" href="#L35">35</a>  <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">abstract</strong> <strong class="jxr_keyword">class</strong> <a href="../../../../../../org/apache/commons/math3/stat/descriptive/AbstractStorelessUnivariateStatistic.html">AbstractStorelessUnivariateStatistic</a>
-<a class="jxr_linenumber" name="L36" href="#L36">36</a>      <strong class="jxr_keyword">extends</strong> <a href="../../../../../../org/apache/commons/math3/stat/descriptive/AbstractUnivariateStatistic.html">AbstractUnivariateStatistic</a>
-<a class="jxr_linenumber" name="L37" href="#L37">37</a>      <strong class="jxr_keyword">implements</strong> <a href="../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html">StorelessUnivariateStatistic</a> {
-<a class="jxr_linenumber" name="L38" href="#L38">38</a>  
-<a class="jxr_linenumber" name="L39" href="#L39">39</a>      <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L40" href="#L40">40</a>  <em class="jxr_javadoccomment">     * This default implementation calls {@link #clear}, then invokes</em>
-<a class="jxr_linenumber" name="L41" href="#L41">41</a>  <em class="jxr_javadoccomment">     * {@link #increment} in a loop over the the input array, and then uses</em>
-<a class="jxr_linenumber" name="L42" href="#L42">42</a>  <em class="jxr_javadoccomment">     * {@link #getResult} to compute the return value.</em>
-<a class="jxr_linenumber" name="L43" href="#L43">43</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L44" href="#L44">44</a>  <em class="jxr_javadoccomment">     * Note that this implementation changes the internal state of the</em>
-<a class="jxr_linenumber" name="L45" href="#L45">45</a>  <em class="jxr_javadoccomment">     * statistic.  Its side effects are the same as invoking {@link #clear} and</em>
-<a class="jxr_linenumber" name="L46" href="#L46">46</a>  <em class="jxr_javadoccomment">     * then {@link #incrementAll(double[])}.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L47" href="#L47">47</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L48" href="#L48">48</a>  <em class="jxr_javadoccomment">     * Implementations may override this method with a more efficient and</em>
-<a class="jxr_linenumber" name="L49" href="#L49">49</a>  <em class="jxr_javadoccomment">     * possibly more accurate implementation that works directly with the</em>
-<a class="jxr_linenumber" name="L50" href="#L50">50</a>  <em class="jxr_javadoccomment">     * input array.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L51" href="#L51">51</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L52" href="#L52">52</a>  <em class="jxr_javadoccomment">     * If the array is null, a MathIllegalArgumentException is thrown.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L53" href="#L53">53</a>  <em class="jxr_javadoccomment">     * @param values input array</em>
-<a class="jxr_linenumber" name="L54" href="#L54">54</a>  <em class="jxr_javadoccomment">     * @return the value of the statistic applied to the input array</em>
-<a class="jxr_linenumber" name="L55" href="#L55">55</a>  <em class="jxr_javadoccomment">     * @throws MathIllegalArgumentException if values is null</em>
-<a class="jxr_linenumber" name="L56" href="#L56">56</a>  <em class="jxr_javadoccomment">     * @see org.apache.commons.math3.stat.descriptive.UnivariateStatistic#evaluate(double[])</em>
-<a class="jxr_linenumber" name="L57" href="#L57">57</a>  <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L58" href="#L58">58</a>      @Override
-<a class="jxr_linenumber" name="L59" href="#L59">59</a>      <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">double</strong> evaluate(<strong class="jxr_keyword">final</strong> <strong class="jxr_keyword">double</strong>[] values) <strong class="jxr_keyword">throws</strong> MathIllegalArgumentException {
-<a class="jxr_linenumber" name="L60" href="#L60">60</a>          <strong class="jxr_keyword">if</strong> (values == <strong class="jxr_keyword">null</strong>) {
-<a class="jxr_linenumber" name="L61" href="#L61">61</a>              <strong class="jxr_keyword">throw</strong> <strong class="jxr_keyword">new</strong> <a href="../../../../../../org/apache/commons/math3/exception/NullArgumentException.html">NullArgumentException</a>(LocalizedFormats.INPUT_ARRAY);
-<a class="jxr_linenumber" name="L62" href="#L62">62</a>          }
-<a class="jxr_linenumber" name="L63" href="#L63">63</a>          <strong class="jxr_keyword">return</strong> evaluate(values, 0, values.length);
-<a class="jxr_linenumber" name="L64" href="#L64">64</a>      }
-<a class="jxr_linenumber" name="L65" href="#L65">65</a>  
-<a class="jxr_linenumber" name="L66" href="#L66">66</a>      <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L67" href="#L67">67</a>  <em class="jxr_javadoccomment">     * This default implementation calls {@link #clear}, then invokes</em>
-<a class="jxr_linenumber" name="L68" href="#L68">68</a>  <em class="jxr_javadoccomment">     * {@link #increment} in a loop over the specified portion of the input</em>
-<a class="jxr_linenumber" name="L69" href="#L69">69</a>  <em class="jxr_javadoccomment">     * array, and then uses {@link #getResult} to compute the return value.</em>
-<a class="jxr_linenumber" name="L70" href="#L70">70</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L71" href="#L71">71</a>  <em class="jxr_javadoccomment">     * Note that this implementation changes the internal state of the</em>
-<a class="jxr_linenumber" name="L72" href="#L72">72</a>  <em class="jxr_javadoccomment">     * statistic.  Its side effects are the same as invoking {@link #clear} and</em>
-<a class="jxr_linenumber" name="L73" href="#L73">73</a>  <em class="jxr_javadoccomment">     * then {@link #incrementAll(double[], int, int)}.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L74" href="#L74">74</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L75" href="#L75">75</a>  <em class="jxr_javadoccomment">     * Implementations may override this method with a more efficient and</em>
-<a class="jxr_linenumber" name="L76" href="#L76">76</a>  <em class="jxr_javadoccomment">     * possibly more accurate implementation that works directly with the</em>
-<a class="jxr_linenumber" name="L77" href="#L77">77</a>  <em class="jxr_javadoccomment">     * input array.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L78" href="#L78">78</a>  <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L79" href="#L79">79</a>  <em class="jxr_javadoccomment">     * If the array is null or the index parameters are not valid, an</em>
-<a class="jxr_linenumber" name="L80" href="#L80">80</a>  <em class="jxr_javadoccomment">     * MathIllegalArgumentException is thrown.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L81" href="#L81">81</a>  <em class="jxr_javadoccomment">     * @param values the input array</em>
-<a class="jxr_linenumber" name="L82" href="#L82">82</a>  <em class="jxr_javadoccomment">     * @param begin the index of the first element to include</em>
-<a class="jxr_linenumber" name="L83" href="#L83">83</a>  <em class="jxr_javadoccomment">     * @param length the number of elements to include</em>
-<a class="jxr_linenumber" name="L84" href="#L84">84</a>  <em class="jxr_javadoccomment">     * @return the value of the statistic applied to the included array entries</em>
-<a class="jxr_linenumber" name="L85" href="#L85">85</a>  <em class="jxr_javadoccomment">     * @throws MathIllegalArgumentException if the array is null or the indices are not valid</em>
-<a class="jxr_linenumber" name="L86" href="#L86">86</a>  <em class="jxr_javadoccomment">     * @see org.apache.commons.math3.stat.descriptive.UnivariateStatistic#evaluate(double[], int, int)</em>
-<a class="jxr_linenumber" name="L87" href="#L87">87</a>  <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L88" href="#L88">88</a>      @Override
-<a class="jxr_linenumber" name="L89" href="#L89">89</a>      <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">double</strong> evaluate(<strong class="jxr_keyword">final</strong> <strong class="jxr_keyword">double</strong>[] values, <strong class="jxr_keyword">final</strong> <strong class="jxr_keyword">int</strong> begin,
-<a class="jxr_linenumber" name="L90" href="#L90">90</a>              <strong class="jxr_keyword">final</strong> <strong class="jxr_keyword">int</strong> length) <strong class="jxr_keyword">throws</strong> MathIllegalArgumentException {
-<a class="jxr_linenumber" name="L91" href="#L91">91</a>          <strong class="jxr_keyword">if</strong> (test(values, begin, length)) {
-<a class="jxr_linenumber" name="L92" href="#L92">92</a>              clear();
-<a class="jxr_linenumber" name="L93" href="#L93">93</a>              incrementAll(values, begin, length);
-<a class="jxr_linenumber" name="L94" href="#L94">94</a>          }
-<a class="jxr_linenumber" name="L95" href="#L95">95</a>          <strong class="jxr_keyword">return</strong> getResult();
-<a class="jxr_linenumber" name="L96" href="#L96">96</a>      }
-<a class="jxr_linenumber" name="L97" href="#L97">97</a>  
-<a class="jxr_linenumber" name="L98" href="#L98">98</a>      <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L99" href="#L99">99</a>  <em class="jxr_javadoccomment">     * {@inheritDoc}</em>
-<a class="jxr_linenumber" name="L100" href="#L100">100</a> <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L101" href="#L101">101</a>     @Override
-<a class="jxr_linenumber" name="L102" href="#L102">102</a>     <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">abstract</strong> <a href="../../../../../../org/apache/commons/math3/stat/descriptive/StorelessUnivariateStatistic.html">StorelessUnivariateStatistic</a> copy();
-<a class="jxr_linenumber" name="L103" href="#L103">103</a> 
-<a class="jxr_linenumber" name="L104" href="#L104">104</a>     <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L105" href="#L105">105</a> <em class="jxr_javadoccomment">     * {@inheritDoc}</em>
-<a class="jxr_linenumber" name="L106" href="#L106">106</a> <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L107" href="#L107">107</a>     <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">abstract</strong> <strong class="jxr_keyword">void</strong> clear();
-<a class="jxr_linenumber" name="L108" href="#L108">108</a> 
-<a class="jxr_linenumber" name="L109" href="#L109">109</a>     <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L110" href="#L110">110</a> <em class="jxr_javadoccomment">     * {@inheritDoc}</em>
-<a class="jxr_linenumber" name="L111" href="#L111">111</a> <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L112" href="#L112">112</a>     <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">abstract</strong> <strong class="jxr_keyword">double</strong> getResult();
-<a class="jxr_linenumber" name="L113" href="#L113">113</a> 
-<a class="jxr_linenumber" name="L114" href="#L114">114</a>     <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L115" href="#L115">115</a> <em class="jxr_javadoccomment">     * {@inheritDoc}</em>
-<a class="jxr_linenumber" name="L116" href="#L116">116</a> <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L117" href="#L117">117</a>     <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">abstract</strong> <strong class="jxr_keyword">void</strong> increment(<strong class="jxr_keyword">final</strong> <strong class="jxr_keyword">double</strong> d);
-<a class="jxr_linenumber" name="L118" href="#L118">118</a> 
-<a class="jxr_linenumber" name="L119" href="#L119">119</a>     <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L120" href="#L120">120</a> <em class="jxr_javadoccomment">     * This default implementation just calls {@link #increment} in a loop over</em>
-<a class="jxr_linenumber" name="L121" href="#L121">121</a> <em class="jxr_javadoccomment">     * the input array.</em>
-<a class="jxr_linenumber" name="L122" href="#L122">122</a> <em class="jxr_javadoccomment">     * &lt;p&gt;</em>
-<a class="jxr_linenumber" name="L123" href="#L123">123</a> <em class="jxr_javadoccomment">     * Throws IllegalArgumentException if the input values array is null.&lt;/p&gt;</em>
-<a class="jxr_linenumber" name="L124" href="#L124">124</a> <em class="jxr_javadoccomment">     *</em>
-<a class="jxr_linenumber" name="L125" href="#L125">125</a> <em class="jxr_javadoccomment">     * @param values values to add</em>
-<a class="jxr_linenumber" name="L126" href="#L126">126</a> <em class="jxr_javadoccomment">     * @throws MathIllegalArgumentException if values is null</em>
-<a class="jxr_linenumber" name="L127" href="#L127">127</a> <em class="jxr_javadoccomment">     * @see org.apache.commons.math3.stat.descriptive.StorelessUnivariateStatistic#incrementAll(double[])</em>
-<a class="jxr_linenumber" name="L128" href="#L128">128</a> <em class="jxr_javadoccomment">     */</em>
-<a class="jxr_linenumber" name="L129" href="#L129">129</a>     <strong class="jxr_keyword">public</strong> <strong class="jxr_keyword">void</strong> incrementAll(<strong class="jxr_keyword">double</strong>[] values) <strong class="jxr_keyword">throws</strong> MathIllegalArgumentException {
-<a class="jxr_linenumber" name="L130" href="#L130">130</a>         <strong class="jxr_keyword">if</strong> (values == <strong class="jxr_keyword">null</strong>) {
-<a class="jxr_linenumber" name="L131" href="#L131">131</a>             <strong class="jxr_keyword">throw</strong> <strong class="jxr_keyword">new</strong> <a href="../../../../../../org/apache/commons/math3/exception/NullArgumentException.html">NullArgumentException</a>(LocalizedFormats.INPUT_ARRAY);
-<a class="jxr_linenumber" name="L132" href="#L132">132</a>         }
-<a class="jxr_linenumber" name="L133" href="#L133">133</a>         incrementAll(values, 0, values.length);
-<a class="jxr_linenumber" name="L134" href="#L134">134</a>     }
-<a class="jxr_linenumber" name="L135" href="#L135">135</a> 
-<a class="jxr_linenumber" name="L136" href="#L136">136</a>     <em class="jxr_javadoccomment">/**</em>
-<a class="jxr_linenumber" name="L137" href="#L137">137</a> <em class="jxr_javadoccomment">     * This default implementation just calls {@link #increment} in a loop over</em>
-<a class="jxr_linenumber" name="L138" href="#L138">138</a> <em class="jxr_javadoccomment">     * the specified portion of the input array.</em>
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-<span class="sourceLineNo">011</span> * Unless required by applicable law or agreed to in writing, software<a name="line.11"></a>
-<span class="sourceLineNo">012</span> * distributed under the License is distributed on an "AS IS" BASIS,<a name="line.12"></a>
-<span class="sourceLineNo">013</span> * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.<a name="line.13"></a>
-<span class="sourceLineNo">014</span> * See the License for the specific language governing permissions and<a name="line.14"></a>
-<span class="sourceLineNo">015</span> * limitations under the License.<a name="line.15"></a>
-<span class="sourceLineNo">016</span> */<a name="line.16"></a>
-<span class="sourceLineNo">017</span>package org.apache.commons.math3.stat.interval;<a name="line.17"></a>
-<span class="sourceLineNo">018</span><a name="line.18"></a>
-<span class="sourceLineNo">019</span>import org.apache.commons.math3.exception.NotPositiveException;<a name="line.19"></a>
-<span class="sourceLineNo">020</span>import org.apache.commons.math3.exception.NotStrictlyPositiveException;<a name="line.20"></a>
-<span class="sourceLineNo">021</span>import org.apache.commons.math3.exception.NumberIsTooLargeException;<a name="line.21"></a>
-<span class="sourceLineNo">022</span>import org.apache.commons.math3.exception.OutOfRangeException;<a name="line.22"></a>
-<span class="sourceLineNo">023</span>import org.apache.commons.math3.exception.util.LocalizedFormats;<a name="line.23"></a>
-<span class="sourceLineNo">024</span><a name="line.24"></a>
-<span class="sourceLineNo">025</span>/**<a name="line.25"></a>
-<span class="sourceLineNo">026</span> * Factory methods to generate confidence intervals for a binomial proportion.<a name="line.26"></a>
-<span class="sourceLineNo">027</span> * The supported methods are:<a name="line.27"></a>
-<span class="sourceLineNo">028</span> * &lt;ul&gt;<a name="line.28"></a>
-<span class="sourceLineNo">029</span> * &lt;li&gt;Agresti-Coull interval&lt;/li&gt;<a name="line.29"></a>
-<span class="sourceLineNo">030</span> * &lt;li&gt;Clopper-Pearson method (exact method)&lt;/li&gt;<a name="line.30"></a>
-<span class="sourceLineNo">031</span> * &lt;li&gt;Normal approximation (based on central limit theorem)&lt;/li&gt;<a name="line.31"></a>
-<span class="sourceLineNo">032</span> * &lt;li&gt;Wilson score interval&lt;/li&gt;<a name="line.32"></a>
-<span class="sourceLineNo">033</span> * &lt;/ul&gt;<a name="line.33"></a>
-<span class="sourceLineNo">034</span> *<a name="line.34"></a>
-<span class="sourceLineNo">035</span> * @since 3.3<a name="line.35"></a>
-<span class="sourceLineNo">036</span> */<a name="line.36"></a>
-<span class="sourceLineNo">037</span>public final class IntervalUtils {<a name="line.37"></a>
-<span class="sourceLineNo">038</span><a name="line.38"></a>
-<span class="sourceLineNo">039</span>    /** Singleton Agresti-Coull instance. */<a name="line.39"></a>
-<span class="sourceLineNo">040</span>    private static final BinomialConfidenceInterval AGRESTI_COULL = new AgrestiCoullInterval();<a name="line.40"></a>
-<span class="sourceLineNo">041</span><a name="line.41"></a>
-<span class="sourceLineNo">042</span>    /** Singleton Clopper-Pearson instance. */<a name="line.42"></a>
-<span class="sourceLineNo">043</span>    private static final BinomialConfidenceInterval CLOPPER_PEARSON = new ClopperPearsonInterval();<a name="line.43"></a>
-<span class="sourceLineNo">044</span><a name="line.44"></a>
-<span class="sourceLineNo">045</span>    /** Singleton NormalApproximation instance. */<a name="line.45"></a>
-<span class="sourceLineNo">046</span>    private static final BinomialConfidenceInterval NORMAL_APPROXIMATION = new NormalApproximationInterval();<a name="line.46"></a>
-<span class="sourceLineNo">047</span><a name="line.47"></a>
-<span class="sourceLineNo">048</span>    /** Singleton Wilson score instance. */<a name="line.48"></a>
-<span class="sourceLineNo">049</span>    private static final BinomialConfidenceInterval WILSON_SCORE = new WilsonScoreInterval();<a name="line.49"></a>
-<span class="sourceLineNo">050</span><a name="line.50"></a>
-<span class="sourceLineNo">051</span>    /**<a name="line.51"></a>
-<span class="sourceLineNo">052</span>     * Prevent instantiation.<a name="line.52"></a>
-<span class="sourceLineNo">053</span>     */<a name="line.53"></a>
-<span class="sourceLineNo">054</span>    private IntervalUtils() {<a name="line.54"></a>
-<span class="sourceLineNo">055</span>    }<a name="line.55"></a>
-<span class="sourceLineNo">056</span><a name="line.56"></a>
-<span class="sourceLineNo">057</span>    /**<a name="line.57"></a>
-<span class="sourceLineNo">058</span>     * Create an Agresti-Coull binomial confidence interval for the true<a name="line.58"></a>
-<span class="sourceLineNo">059</span>     * probability of success of an unknown binomial distribution with the given<a name="line.59"></a>
-<span class="sourceLineNo">060</span>     * observed number of trials, successes and confidence level.<a name="line.60"></a>
-<span class="sourceLineNo">061</span>     *<a name="line.61"></a>
-<span class="sourceLineNo">062</span>     * @param numberOfTrials number of trials<a name="line.62"></a>
-<span class="sourceLineNo">063</span>     * @param numberOfSuccesses number of successes<a name="line.63"></a>
-<span class="sourceLineNo">064</span>     * @param confidenceLevel desired probability that the true probability of<a name="line.64"></a>
-<span class="sourceLineNo">065</span>     *        success falls within the returned interval<a name="line.65"></a>
-<span class="sourceLineNo">066</span>     * @return Confidence interval containing the probability of success with<a name="line.66"></a>
-<span class="sourceLineNo">067</span>     *         probability {@code confidenceLevel}<a name="line.67"></a>
-<span class="sourceLineNo">068</span>     * @throws NotStrictlyPositiveException if {@code numberOfTrials &lt;= 0}.<a name="line.68"></a>
-<span class="sourceLineNo">069</span>     * @throws NotPositiveException if {@code numberOfSuccesses &lt; 0}.<a name="line.69"></a>
-<span class="sourceLineNo">070</span>     * @throws NumberIsTooLargeException if {@code numberOfSuccesses &gt; numberOfTrials}.<a name="line.70"></a>
-<span class="sourceLineNo">071</span>     * @throws OutOfRangeException if {@code confidenceLevel} is not in the interval {@code (0, 1)}.<a name="line.71"></a>
-<span class="sourceLineNo">072</span>     */<a name="line.72"></a>
-<span class="sourceLineNo">073</span>    public static ConfidenceInterval getAgrestiCoullInterval(int numberOfTrials, int numberOfSuccesses,<a name="line.73"></a>
-<span class="sourceLineNo">074</span>                                                             double confidenceLevel) {<a name="line.74"></a>
-<span class="sourceLineNo">075</span>        return AGRESTI_COULL.createInterval(numberOfTrials, numberOfSuccesses, confidenceLevel);<a name="line.75"></a>
-<span class="sourceLineNo">076</span>    }<a name="line.76"></a>
-<span class="sourceLineNo">077</span><a name="line.77"></a>
-<span class="sourceLineNo">078</span>    /**<a name="line.78"></a>
-<span class="sourceLineNo">079</span>     * Create a Clopper-Pearson binomial confidence interval for the true<a name="line.79"></a>
-<span class="sourceLineNo">080</span>     * probability of success of an unknown binomial distribution with the given<a name="line.80"></a>
-<span class="sourceLineNo">081</span>     * observed number of trials, successes and confidence level.<a name="line.81"></a>
-<span class="sourceLineNo">082</span>     * &lt;p&gt;<a name="line.82"></a>
-<span class="sourceLineNo">083</span>     * Preconditions:<a name="line.83"></a>
-<span class="sourceLineNo">084</span>     * &lt;ul&gt;<a name="line.84"></a>
-<span class="sourceLineNo">085</span>     * &lt;li&gt;{@code numberOfTrials} must be positive&lt;/li&gt;<a name="line.85"></a>
-<span class="sourceLineNo">086</span>     * &lt;li&gt;{@code numberOfSuccesses} may not exceed {@code numberOfTrials}&lt;/li&gt;<a name="line.86"></a>
-<span class="sourceLineNo">087</span>     * &lt;li&gt;{@code confidenceLevel} must be strictly between 0 and 1 (exclusive)&lt;/li&gt;<a name="line.87"></a>
-<span class="sourceLineNo">088</span>     * &lt;/ul&gt;<a name="line.88"></a>
-<span class="sourceLineNo">089</span>     * &lt;/p&gt;<a name="line.89"></a>
-<span class="sourceLineNo">090</span>     *<a name="line.90"></a>
-<span class="sourceLineNo">091</span>     * @param numberOfTrials number of trials<a name="line.91"></a>
-<span class="sourceLineNo">092</span>     * @param numberOfSuccesses number of successes<a name="line.92"></a>
-<span class="sourceLineNo">093</span>     * @param confidenceLevel desired probability that the true probability of<a name="line.93"></a>
-<span class="sourceLineNo">094</span>     *        success falls within the returned interval<a name="line.94"></a>
-<span class="sourceLineNo">095</span>     * @return Confidence interval containing the probability of success with<a name="line.95"></a>
-<span class="sourceLineNo">096</span>     *         probability {@code confidenceLevel}<a name="line.96"></a>
-<span class="sourceLineNo">097</span>     * @throws NotStrictlyPositiveException if {@code numberOfTrials &lt;= 0}.<a name="line.97"></a>
-<span class="sourceLineNo">098</span>     * @throws NotPositiveException if {@code numberOfSuccesses &lt; 0}.<a name="line.98"></a>
-<span class="sourceLineNo">099</span>     * @throws NumberIsTooLargeException if {@code numberOfSuccesses &gt; numberOfTrials}.<a name="line.99"></a>
-<span class="sourceLineNo">100</span>     * @throws OutOfRangeException if {@code confidenceLevel} is not in the interval {@code (0, 1)}.<a name="line.100"></a>
-<span class="sourceLineNo">101</span>     */<a name="line.101"></a>
-<span class="sourceLineNo">102</span>    public static ConfidenceInterval getClopperPearsonInterval(int numberOfTrials, int numberOfSuccesses,<a name="line.102"></a>
-<span class="sourceLineNo">103</span>                                                               double confidenceLevel) {<a name="line.103"></a>
-<span class="sourceLineNo">104</span>        return CLOPPER_PEARSON.createInterval(numberOfTrials, numberOfSuccesses, confidenceLevel);<a name="line.104"></a>
-<span class="sourceLineNo">105</span>    }<a name="line.105"></a>
-<span class="sourceLineNo">106</span><a name="line.106"></a>
-<span class="sourceLineNo">107</span>    /**<a name="line.107"></a>
-<span class="sourceLineNo">108</span>     * Create a binomial confidence interval for the true probability of success<a name="line.108"></a>
-<span class="sourceLineNo">109</span>     * of an unknown binomial distribution with the given observed number of<a name="line.109"></a>
-<span class="sourceLineNo">110</span>     * trials, successes and confidence level using the Normal approximation to<a name="line.110"></a>
-<span class="sourceLineNo">111</span>     * the binomial distribution.<a name="line.111"></a>
-<span class="sourceLineNo">112</span>     *<a name="line.112"></a>
-<span class="sourceLineNo">113</span>     * @param numberOfTrials number of trials<a name="line.113"></a>
-<span class="sourceLineNo">114</span>     * @param numberOfSuccesses number of successes<a name="line.114"></a>
-<span class="sourceLineNo">115</span>     * @param confidenceLevel desired probability that the true probability of<a name="line.115"></a>
-<span class="sourceLineNo">116</span>     *        success falls within the interval<a name="line.116"></a>
-<span class="sourceLineNo">117</span>     * @return Confidence interval containing the probability of success with<a name="line.117"></a>
-<span class="sourceLineNo">118</span>     *         probability {@code confidenceLevel}<a name="line.118"></a>
-<span class="sourceLineNo">119</span>     */<a name="line.119"></a>
-<span class="sourceLineNo">120</span>    public static ConfidenceInterval getNormalApproximationInterval(int numberOfTrials, int numberOfSuccesses,<a name="line.120"></a>
-<span class="sourceLineNo">121</span>                                                                    double confidenceLevel) {<a name="line.121"></a>
-<span class="sourceLineNo">122</span>        return NORMAL_APPROXIMATION.createInterval(numberOfTrials, numberOfSuccesses, confidenceLevel);<a name="line.122"></a>
-<span class="sourceLineNo">123</span>    }<a name="line.123"></a>
-<span class="sourceLineNo">124</span><a name="line.124"></a>
-<span class="sourceLineNo">125</span>    /**<a name="line.125"></a>
-<span class="sourceLineNo">126</span>     * Create a Wilson score binomial confidence interval for the true<a name="line.126"></a>
-<span class="sourceLineNo">127</span>     * probability of success of an unknown binomial distribution with the given<a name="line.127"></a>
-<span class="sourceLineNo">128</span>     * observed number of trials, successes and confidence level.<a name="line.128"></a>
-<span class="sourceLineNo">129</span>     *<a name="line.129"></a>
-<span class="sourceLineNo">130</span>     * @param numberOfTrials number of trials<a name="line.130"></a>
-<span class="sourceLineNo">131</span>     * @param numberOfSuccesses number of successes<a name="line.131"></a>
-<span class="sourceLineNo">132</span>     * @param confidenceLevel desired probability that the true probability of<a name="line.132"></a>
-<span class="sourceLineNo">133</span>     *        success falls within the returned interval<a name="line.133"></a>
-<span class="sourceLineNo">134</span>     * @return Confidence interval containing the probability of success with<a name="line.134"></a>
-<span class="sourceLineNo">135</span>     *         probability {@code confidenceLevel}<a name="line.135"></a>
-<span class="sourceLineNo">136</span>     * @throws NotStrictlyPositiveException if {@code numberOfTrials &lt;= 0}.<a name="line.136"></a>
-<span class="sourceLineNo">137</span>     * @throws NotPositiveException if {@code numberOfSuccesses &lt; 0}.<a name="line.137"></a>
-<span class="sourceLineNo">138</span>     * @throws NumberIsTooLargeException if {@code numberOfSuccesses &gt; numberOfTrials}.<a name="line.138"></a>
-<span class="sourceLineNo">139</span>     * @throws OutOfRangeException if {@code confidenceLevel} is not in the interval {@code (0, 1)}.<a name="line.139"></a>
-<span class="sourceLineNo">140</span>     */<a name="line.140"></a>
-<span class="sourceLineNo">141</span>    public static ConfidenceInterval getWilsonScoreInterval(int numberOfTrials, int numberOfSuccesses,<a name="line.141"></a>
-<span class="sourceLineNo">142</span>                                                            double confidenceLevel) {<a name="line.142"></a>
-<span class="sourceLineNo">143</span>        return WILSON_SCORE.createInterval(numberOfTrials, numberOfSuccesses, confidenceLevel);<a name="line.143"></a>
-<span class="sourceLineNo">144</span>    }<a name="line.144"></a>
-<span class="sourceLineNo">145</span><a name="line.145"></a>
-<span class="sourceLineNo">146</span>    /**<a name="line.146"></a>
-<span class="sourceLineNo">147</span>     * Verifies that parameters satisfy preconditions.<a name="line.147"></a>
-<span class="sourceLineNo">148</span>     *<a name="line.148"></a>
-<span class="sourceLineNo">149</span>     * @param numberOfTrials number of trials (must be positive)<a name="line.149"></a>
-<span class="sourceLineNo">150</span>     * @param numberOfSuccesses number of successes (must not exceed numberOfTrials)<a name="line.150"></a>
-<span class="sourceLineNo">151</span>     * @param confidenceLevel confidence level (must be strictly between 0 and 1)<a name="line.151"></a>
-<span class="sourceLineNo">152</span>     * @throws NotStrictlyPositiveException if {@code numberOfTrials &lt;= 0}.<a name="line.152"></a>
-<span class="sourceLineNo">153</span>     * @throws NotPositiveException if {@code numberOfSuccesses &lt; 0}.<a name="line.153"></a>
-<span class="sourceLineNo">154</span>     * @throws NumberIsTooLargeException if {@code numberOfSuccesses &gt; numberOfTrials}.<a name="line.154"></a>
-<span class="sourceLineNo">155</span>     * @throws OutOfRangeException if {@code confidenceLevel} is not in the interval {@code (0, 1)}.<a name="line.155"></a>
-<span class="sourceLineNo">156</span>     */<a name="line.156"></a>
-<span class="sourceLineNo">157</span>    static void checkParameters(int numberOfTrials, int numberOfSuccesses, double confidenceLevel) {<a name="line.157"></a>
-<span class="sourceLineNo">158</span>        if (numberOfTrials &lt;= 0) {<a name="line.158"></a>
-<span class="sourceLineNo">159</span>            throw new NotStrictlyPositiveException(LocalizedFormats.NUMBER_OF_TRIALS, numberOfTrials);<a name="line.159"></a>
-<span class="sourceLineNo">160</span>        }<a name="line.160"></a>
-<span class="sourceLineNo">161</span>        if (numberOfSuccesses &lt; 0) {<a name="line.161"></a>
-<span class="sourceLineNo">162</span>            throw new NotPositiveException(LocalizedFormats.NEGATIVE_NUMBER_OF_SUCCESSES, numberOfSuccesses);<a name="line.162"></a>
-<span class="sourceLineNo">163</span>        }<a name="line.163"></a>
-<span class="sourceLineNo">164</span>        if (numberOfSuccesses &gt; numberOfTrials) {<a name="line.164"></a>
-<span class="sourceLineNo">165</span>            throw new NumberIsTooLargeException(LocalizedFormats.NUMBER_OF_SUCCESS_LARGER_THAN_POPULATION_SIZE,<a name="line.165"></a>
-<span class="sourceLineNo">166</span>                                                numberOfSuccesses, numberOfTrials, true);<a name="line.166"></a>
-<span class="sourceLineNo">167</span>        }<a name="line.167"></a>
-<span class="sourceLineNo">168</span>        if (confidenceLevel &lt;= 0 || confidenceLevel &gt;= 1) {<a name="line.168"></a>
-<span class="sourceLineNo">169</span>            throw new OutOfRangeException(LocalizedFormats.OUT_OF_BOUNDS_CONFIDENCE_LEVEL,<a name="line.169"></a>
-<span class="sourceLineNo">170</span>                                          confidenceLevel, 0, 1);<a name="line.170"></a>
-<span class="sourceLineNo">171</span>        }<a name="line.171"></a>
-<span class="sourceLineNo">172</span>    }<a name="line.172"></a>
-<span class="sourceLineNo">173</span><a name="line.173"></a>
-<span class="sourceLineNo">174</span>}<a name="line.174"></a>
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