Modified: websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/inference/OneWayAnovaTest.html ============================================================================== --- websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/inference/OneWayAnovaTest.html (original) +++ websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/inference/OneWayAnovaTest.html Sat Apr 6 23:42:01 2013 @@ -23,106 +23,139 @@ <FONT color="green">020</FONT> import java.util.List;<a name="line.20"></a> <FONT color="green">021</FONT> <a name="line.21"></a> <FONT color="green">022</FONT> import org.apache.commons.math3.exception.MathIllegalArgumentException;<a name="line.22"></a> -<FONT color="green">023</FONT> import org.junit.Assert;<a name="line.23"></a> -<FONT color="green">024</FONT> import org.junit.Test;<a name="line.24"></a> -<FONT color="green">025</FONT> <a name="line.25"></a> +<FONT color="green">023</FONT> import org.apache.commons.math3.stat.descriptive.SummaryStatistics;<a name="line.23"></a> +<FONT color="green">024</FONT> import org.junit.Assert;<a name="line.24"></a> +<FONT color="green">025</FONT> import org.junit.Test;<a name="line.25"></a> <FONT color="green">026</FONT> <a name="line.26"></a> -<FONT color="green">027</FONT> /**<a name="line.27"></a> -<FONT color="green">028</FONT> * Test cases for the OneWayAnovaImpl class.<a name="line.28"></a> -<FONT color="green">029</FONT> *<a name="line.29"></a> -<FONT color="green">030</FONT> * @version $Id: OneWayAnovaTest.java 1364030 2012-07-21 01:10:04Z erans $<a name="line.30"></a> -<FONT color="green">031</FONT> */<a name="line.31"></a> -<FONT color="green">032</FONT> <a name="line.32"></a> -<FONT color="green">033</FONT> public class OneWayAnovaTest {<a name="line.33"></a> -<FONT color="green">034</FONT> <a name="line.34"></a> -<FONT color="green">035</FONT> protected OneWayAnova testStatistic = new OneWayAnova();<a name="line.35"></a> -<FONT color="green">036</FONT> <a name="line.36"></a> -<FONT color="green">037</FONT> private double[] emptyArray = {};<a name="line.37"></a> -<FONT color="green">038</FONT> <a name="line.38"></a> -<FONT color="green">039</FONT> private double[] classA =<a name="line.39"></a> -<FONT color="green">040</FONT> {93.0, 103.0, 95.0, 101.0, 91.0, 105.0, 96.0, 94.0, 101.0 };<a name="line.40"></a> -<FONT color="green">041</FONT> private double[] classB =<a name="line.41"></a> -<FONT color="green">042</FONT> {99.0, 92.0, 102.0, 100.0, 102.0, 89.0 };<a name="line.42"></a> -<FONT color="green">043</FONT> private double[] classC =<a name="line.43"></a> -<FONT color="green">044</FONT> {110.0, 115.0, 111.0, 117.0, 128.0, 117.0 };<a name="line.44"></a> -<FONT color="green">045</FONT> <a name="line.45"></a> -<FONT color="green">046</FONT> @Test<a name="line.46"></a> -<FONT color="green">047</FONT> public void testAnovaFValue() {<a name="line.47"></a> -<FONT color="green">048</FONT> // Target comparison values computed using R version 2.6.0 (Linux version)<a name="line.48"></a> -<FONT color="green">049</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.49"></a> -<FONT color="green">050</FONT> threeClasses.add(classA);<a name="line.50"></a> -<FONT color="green">051</FONT> threeClasses.add(classB);<a name="line.51"></a> -<FONT color="green">052</FONT> threeClasses.add(classC);<a name="line.52"></a> -<FONT color="green">053</FONT> <a name="line.53"></a> -<FONT color="green">054</FONT> Assert.assertEquals("ANOVA F-value", 24.67361709460624,<a name="line.54"></a> -<FONT color="green">055</FONT> testStatistic.anovaFValue(threeClasses), 1E-12);<a name="line.55"></a> -<FONT color="green">056</FONT> <a name="line.56"></a> -<FONT color="green">057</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.57"></a> -<FONT color="green">058</FONT> twoClasses.add(classA);<a name="line.58"></a> -<FONT color="green">059</FONT> twoClasses.add(classB);<a name="line.59"></a> -<FONT color="green">060</FONT> <a name="line.60"></a> -<FONT color="green">061</FONT> Assert.assertEquals("ANOVA F-value", 0.0150579150579,<a name="line.61"></a> -<FONT color="green">062</FONT> testStatistic.anovaFValue(twoClasses), 1E-12);<a name="line.62"></a> -<FONT color="green">063</FONT> <a name="line.63"></a> -<FONT color="green">064</FONT> List<double[]> emptyContents = new ArrayList<double[]>();<a name="line.64"></a> -<FONT color="green">065</FONT> emptyContents.add(emptyArray);<a name="line.65"></a> -<FONT color="green">066</FONT> emptyContents.add(classC);<a name="line.66"></a> -<FONT color="green">067</FONT> try {<a name="line.67"></a> -<FONT color="green">068</FONT> testStatistic.anovaFValue(emptyContents);<a name="line.68"></a> -<FONT color="green">069</FONT> Assert.fail("empty array for key classX, MathIllegalArgumentException expected");<a name="line.69"></a> -<FONT color="green">070</FONT> } catch (MathIllegalArgumentException ex) {<a name="line.70"></a> -<FONT color="green">071</FONT> // expected<a name="line.71"></a> -<FONT color="green">072</FONT> }<a name="line.72"></a> -<FONT color="green">073</FONT> <a name="line.73"></a> -<FONT color="green">074</FONT> List<double[]> tooFew = new ArrayList<double[]>();<a name="line.74"></a> -<FONT color="green">075</FONT> tooFew.add(classA);<a name="line.75"></a> -<FONT color="green">076</FONT> try {<a name="line.76"></a> -<FONT color="green">077</FONT> testStatistic.anovaFValue(tooFew);<a name="line.77"></a> -<FONT color="green">078</FONT> Assert.fail("less than two classes, MathIllegalArgumentException expected");<a name="line.78"></a> -<FONT color="green">079</FONT> } catch (MathIllegalArgumentException ex) {<a name="line.79"></a> -<FONT color="green">080</FONT> // expected<a name="line.80"></a> -<FONT color="green">081</FONT> }<a name="line.81"></a> -<FONT color="green">082</FONT> }<a name="line.82"></a> -<FONT color="green">083</FONT> <a name="line.83"></a> +<FONT color="green">027</FONT> <a name="line.27"></a> +<FONT color="green">028</FONT> /**<a name="line.28"></a> +<FONT color="green">029</FONT> * Test cases for the OneWayAnovaImpl class.<a name="line.29"></a> +<FONT color="green">030</FONT> *<a name="line.30"></a> +<FONT color="green">031</FONT> * @version $Id: OneWayAnovaTest.java 1456958 2013-03-15 13:55:27Z luc $<a name="line.31"></a> +<FONT color="green">032</FONT> */<a name="line.32"></a> +<FONT color="green">033</FONT> <a name="line.33"></a> +<FONT color="green">034</FONT> public class OneWayAnovaTest {<a name="line.34"></a> +<FONT color="green">035</FONT> <a name="line.35"></a> +<FONT color="green">036</FONT> protected OneWayAnova testStatistic = new OneWayAnova();<a name="line.36"></a> +<FONT color="green">037</FONT> <a name="line.37"></a> +<FONT color="green">038</FONT> private double[] emptyArray = {};<a name="line.38"></a> +<FONT color="green">039</FONT> <a name="line.39"></a> +<FONT color="green">040</FONT> private double[] classA =<a name="line.40"></a> +<FONT color="green">041</FONT> {93.0, 103.0, 95.0, 101.0, 91.0, 105.0, 96.0, 94.0, 101.0 };<a name="line.41"></a> +<FONT color="green">042</FONT> private double[] classB =<a name="line.42"></a> +<FONT color="green">043</FONT> {99.0, 92.0, 102.0, 100.0, 102.0, 89.0 };<a name="line.43"></a> +<FONT color="green">044</FONT> private double[] classC =<a name="line.44"></a> +<FONT color="green">045</FONT> {110.0, 115.0, 111.0, 117.0, 128.0, 117.0 };<a name="line.45"></a> +<FONT color="green">046</FONT> <a name="line.46"></a> +<FONT color="green">047</FONT> @Test<a name="line.47"></a> +<FONT color="green">048</FONT> public void testAnovaFValue() {<a name="line.48"></a> +<FONT color="green">049</FONT> // Target comparison values computed using R version 2.6.0 (Linux version)<a name="line.49"></a> +<FONT color="green">050</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.50"></a> +<FONT color="green">051</FONT> threeClasses.add(classA);<a name="line.51"></a> +<FONT color="green">052</FONT> threeClasses.add(classB);<a name="line.52"></a> +<FONT color="green">053</FONT> threeClasses.add(classC);<a name="line.53"></a> +<FONT color="green">054</FONT> <a name="line.54"></a> +<FONT color="green">055</FONT> Assert.assertEquals("ANOVA F-value", 24.67361709460624,<a name="line.55"></a> +<FONT color="green">056</FONT> testStatistic.anovaFValue(threeClasses), 1E-12);<a name="line.56"></a> +<FONT color="green">057</FONT> <a name="line.57"></a> +<FONT color="green">058</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.58"></a> +<FONT color="green">059</FONT> twoClasses.add(classA);<a name="line.59"></a> +<FONT color="green">060</FONT> twoClasses.add(classB);<a name="line.60"></a> +<FONT color="green">061</FONT> <a name="line.61"></a> +<FONT color="green">062</FONT> Assert.assertEquals("ANOVA F-value", 0.0150579150579,<a name="line.62"></a> +<FONT color="green">063</FONT> testStatistic.anovaFValue(twoClasses), 1E-12);<a name="line.63"></a> +<FONT color="green">064</FONT> <a name="line.64"></a> +<FONT color="green">065</FONT> List<double[]> emptyContents = new ArrayList<double[]>();<a name="line.65"></a> +<FONT color="green">066</FONT> emptyContents.add(emptyArray);<a name="line.66"></a> +<FONT color="green">067</FONT> emptyContents.add(classC);<a name="line.67"></a> +<FONT color="green">068</FONT> try {<a name="line.68"></a> +<FONT color="green">069</FONT> testStatistic.anovaFValue(emptyContents);<a name="line.69"></a> +<FONT color="green">070</FONT> Assert.fail("empty array for key classX, MathIllegalArgumentException expected");<a name="line.70"></a> +<FONT color="green">071</FONT> } catch (MathIllegalArgumentException ex) {<a name="line.71"></a> +<FONT color="green">072</FONT> // expected<a name="line.72"></a> +<FONT color="green">073</FONT> }<a name="line.73"></a> +<FONT color="green">074</FONT> <a name="line.74"></a> +<FONT color="green">075</FONT> List<double[]> tooFew = new ArrayList<double[]>();<a name="line.75"></a> +<FONT color="green">076</FONT> tooFew.add(classA);<a name="line.76"></a> +<FONT color="green">077</FONT> try {<a name="line.77"></a> +<FONT color="green">078</FONT> testStatistic.anovaFValue(tooFew);<a name="line.78"></a> +<FONT color="green">079</FONT> Assert.fail("less than two classes, MathIllegalArgumentException expected");<a name="line.79"></a> +<FONT color="green">080</FONT> } catch (MathIllegalArgumentException ex) {<a name="line.80"></a> +<FONT color="green">081</FONT> // expected<a name="line.81"></a> +<FONT color="green">082</FONT> }<a name="line.82"></a> +<FONT color="green">083</FONT> }<a name="line.83"></a> <FONT color="green">084</FONT> <a name="line.84"></a> -<FONT color="green">085</FONT> @Test<a name="line.85"></a> -<FONT color="green">086</FONT> public void testAnovaPValue() {<a name="line.86"></a> -<FONT color="green">087</FONT> // Target comparison values computed using R version 2.6.0 (Linux version)<a name="line.87"></a> -<FONT color="green">088</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.88"></a> -<FONT color="green">089</FONT> threeClasses.add(classA);<a name="line.89"></a> -<FONT color="green">090</FONT> threeClasses.add(classB);<a name="line.90"></a> -<FONT color="green">091</FONT> threeClasses.add(classC);<a name="line.91"></a> -<FONT color="green">092</FONT> <a name="line.92"></a> -<FONT color="green">093</FONT> Assert.assertEquals("ANOVA P-value", 6.959446E-06,<a name="line.93"></a> -<FONT color="green">094</FONT> testStatistic.anovaPValue(threeClasses), 1E-12);<a name="line.94"></a> -<FONT color="green">095</FONT> <a name="line.95"></a> -<FONT color="green">096</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.96"></a> -<FONT color="green">097</FONT> twoClasses.add(classA);<a name="line.97"></a> -<FONT color="green">098</FONT> twoClasses.add(classB);<a name="line.98"></a> -<FONT color="green">099</FONT> <a name="line.99"></a> -<FONT color="green">100</FONT> Assert.assertEquals("ANOVA P-value", 0.904212960464,<a name="line.100"></a> -<FONT color="green">101</FONT> testStatistic.anovaPValue(twoClasses), 1E-12);<a name="line.101"></a> -<FONT color="green">102</FONT> <a name="line.102"></a> -<FONT color="green">103</FONT> }<a name="line.103"></a> -<FONT color="green">104</FONT> <a name="line.104"></a> -<FONT color="green">105</FONT> @Test<a name="line.105"></a> -<FONT color="green">106</FONT> public void testAnovaTest() {<a name="line.106"></a> -<FONT color="green">107</FONT> // Target comparison values computed using R version 2.3.1 (Linux version)<a name="line.107"></a> -<FONT color="green">108</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.108"></a> -<FONT color="green">109</FONT> threeClasses.add(classA);<a name="line.109"></a> -<FONT color="green">110</FONT> threeClasses.add(classB);<a name="line.110"></a> -<FONT color="green">111</FONT> threeClasses.add(classC);<a name="line.111"></a> -<FONT color="green">112</FONT> <a name="line.112"></a> -<FONT color="green">113</FONT> Assert.assertTrue("ANOVA Test P<0.01", testStatistic.anovaTest(threeClasses, 0.01));<a name="line.113"></a> -<FONT color="green">114</FONT> <a name="line.114"></a> -<FONT color="green">115</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.115"></a> -<FONT color="green">116</FONT> twoClasses.add(classA);<a name="line.116"></a> -<FONT color="green">117</FONT> twoClasses.add(classB);<a name="line.117"></a> -<FONT color="green">118</FONT> <a name="line.118"></a> -<FONT color="green">119</FONT> Assert.assertFalse("ANOVA Test P>0.01", testStatistic.anovaTest(twoClasses, 0.01));<a name="line.119"></a> -<FONT color="green">120</FONT> }<a name="line.120"></a> -<FONT color="green">121</FONT> <a name="line.121"></a> -<FONT color="green">122</FONT> }<a name="line.122"></a> +<FONT color="green">085</FONT> <a name="line.85"></a> +<FONT color="green">086</FONT> @Test<a name="line.86"></a> +<FONT color="green">087</FONT> public void testAnovaPValue() {<a name="line.87"></a> +<FONT color="green">088</FONT> // Target comparison values computed using R version 2.6.0 (Linux version)<a name="line.88"></a> +<FONT color="green">089</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.89"></a> +<FONT color="green">090</FONT> threeClasses.add(classA);<a name="line.90"></a> +<FONT color="green">091</FONT> threeClasses.add(classB);<a name="line.91"></a> +<FONT color="green">092</FONT> threeClasses.add(classC);<a name="line.92"></a> +<FONT color="green">093</FONT> <a name="line.93"></a> +<FONT color="green">094</FONT> Assert.assertEquals("ANOVA P-value", 6.959446E-06,<a name="line.94"></a> +<FONT color="green">095</FONT> testStatistic.anovaPValue(threeClasses), 1E-12);<a name="line.95"></a> +<FONT color="green">096</FONT> <a name="line.96"></a> +<FONT color="green">097</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.97"></a> +<FONT color="green">098</FONT> twoClasses.add(classA);<a name="line.98"></a> +<FONT color="green">099</FONT> twoClasses.add(classB);<a name="line.99"></a> +<FONT color="green">100</FONT> <a name="line.100"></a> +<FONT color="green">101</FONT> Assert.assertEquals("ANOVA P-value", 0.904212960464,<a name="line.101"></a> +<FONT color="green">102</FONT> testStatistic.anovaPValue(twoClasses), 1E-12);<a name="line.102"></a> +<FONT color="green">103</FONT> <a name="line.103"></a> +<FONT color="green">104</FONT> }<a name="line.104"></a> +<FONT color="green">105</FONT> <a name="line.105"></a> +<FONT color="green">106</FONT> @Test<a name="line.106"></a> +<FONT color="green">107</FONT> public void testAnovaPValueSummaryStatistics() {<a name="line.107"></a> +<FONT color="green">108</FONT> // Target comparison values computed using R version 2.6.0 (Linux version)<a name="line.108"></a> +<FONT color="green">109</FONT> List<SummaryStatistics> threeClasses = new ArrayList<SummaryStatistics>();<a name="line.109"></a> +<FONT color="green">110</FONT> SummaryStatistics statsA = new SummaryStatistics();<a name="line.110"></a> +<FONT color="green">111</FONT> for (double a : classA) {<a name="line.111"></a> +<FONT color="green">112</FONT> statsA.addValue(a);<a name="line.112"></a> +<FONT color="green">113</FONT> }<a name="line.113"></a> +<FONT color="green">114</FONT> threeClasses.add(statsA);<a name="line.114"></a> +<FONT color="green">115</FONT> SummaryStatistics statsB = new SummaryStatistics();<a name="line.115"></a> +<FONT color="green">116</FONT> for (double b : classB) {<a name="line.116"></a> +<FONT color="green">117</FONT> statsB.addValue(b);<a name="line.117"></a> +<FONT color="green">118</FONT> }<a name="line.118"></a> +<FONT color="green">119</FONT> threeClasses.add(statsB);<a name="line.119"></a> +<FONT color="green">120</FONT> SummaryStatistics statsC = new SummaryStatistics();<a name="line.120"></a> +<FONT color="green">121</FONT> for (double c : classC) {<a name="line.121"></a> +<FONT color="green">122</FONT> statsC.addValue(c);<a name="line.122"></a> +<FONT color="green">123</FONT> }<a name="line.123"></a> +<FONT color="green">124</FONT> threeClasses.add(statsC);<a name="line.124"></a> +<FONT color="green">125</FONT> <a name="line.125"></a> +<FONT color="green">126</FONT> Assert.assertEquals("ANOVA P-value", 6.959446E-06,<a name="line.126"></a> +<FONT color="green">127</FONT> testStatistic.anovaPValue(threeClasses, true), 1E-12);<a name="line.127"></a> +<FONT color="green">128</FONT> <a name="line.128"></a> +<FONT color="green">129</FONT> List<SummaryStatistics> twoClasses = new ArrayList<SummaryStatistics>();<a name="line.129"></a> +<FONT color="green">130</FONT> twoClasses.add(statsA);<a name="line.130"></a> +<FONT color="green">131</FONT> twoClasses.add(statsB);<a name="line.131"></a> +<FONT color="green">132</FONT> <a name="line.132"></a> +<FONT color="green">133</FONT> Assert.assertEquals("ANOVA P-value", 0.904212960464,<a name="line.133"></a> +<FONT color="green">134</FONT> testStatistic.anovaPValue(twoClasses, false), 1E-12);<a name="line.134"></a> +<FONT color="green">135</FONT> <a name="line.135"></a> +<FONT color="green">136</FONT> }<a name="line.136"></a> +<FONT color="green">137</FONT> <a name="line.137"></a> +<FONT color="green">138</FONT> @Test<a name="line.138"></a> +<FONT color="green">139</FONT> public void testAnovaTest() {<a name="line.139"></a> +<FONT color="green">140</FONT> // Target comparison values computed using R version 2.3.1 (Linux version)<a name="line.140"></a> +<FONT color="green">141</FONT> List<double[]> threeClasses = new ArrayList<double[]>();<a name="line.141"></a> +<FONT color="green">142</FONT> threeClasses.add(classA);<a name="line.142"></a> +<FONT color="green">143</FONT> threeClasses.add(classB);<a name="line.143"></a> +<FONT color="green">144</FONT> threeClasses.add(classC);<a name="line.144"></a> +<FONT color="green">145</FONT> <a name="line.145"></a> +<FONT color="green">146</FONT> Assert.assertTrue("ANOVA Test P<0.01", testStatistic.anovaTest(threeClasses, 0.01));<a name="line.146"></a> +<FONT color="green">147</FONT> <a name="line.147"></a> +<FONT color="green">148</FONT> List<double[]> twoClasses = new ArrayList<double[]>();<a name="line.148"></a> +<FONT color="green">149</FONT> twoClasses.add(classA);<a name="line.149"></a> +<FONT color="green">150</FONT> twoClasses.add(classB);<a name="line.150"></a> +<FONT color="green">151</FONT> <a name="line.151"></a> +<FONT color="green">152</FONT> Assert.assertFalse("ANOVA Test P>0.01", testStatistic.anovaTest(twoClasses, 0.01));<a name="line.152"></a> +<FONT color="green">153</FONT> }<a name="line.153"></a> +<FONT color="green">154</FONT> <a name="line.154"></a> +<FONT color="green">155</FONT> }<a name="line.155"></a>
Modified: websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/ranking/NaturalRankingTest.html ============================================================================== --- websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/ranking/NaturalRankingTest.html (original) +++ websites/production/commons/content/proper/commons-math/testapidocs/src-html/org/apache/commons/math3/stat/ranking/NaturalRankingTest.html Sat Apr 6 23:42:01 2013 @@ -19,7 +19,7 @@ <FONT color="green">016</FONT> */<a name="line.16"></a> <FONT color="green">017</FONT> package org.apache.commons.math3.stat.ranking;<a name="line.17"></a> <FONT color="green">018</FONT> <a name="line.18"></a> -<FONT color="green">019</FONT> import junit.framework.Assert;<a name="line.19"></a> +<FONT color="green">019</FONT> import org.junit.Assert;<a name="line.19"></a> <FONT color="green">020</FONT> <a name="line.20"></a> <FONT color="green">021</FONT> import org.apache.commons.math3.TestUtils;<a name="line.21"></a> <FONT color="green">022</FONT> import org.apache.commons.math3.exception.NotANumberException;<a name="line.22"></a> @@ -32,7 +32,7 @@ <FONT color="green">029</FONT> * Test cases for NaturalRanking class<a name="line.29"></a> <FONT color="green">030</FONT> *<a name="line.30"></a> <FONT color="green">031</FONT> * @since 2.0<a name="line.31"></a> -<FONT color="green">032</FONT> * @version $Id: NaturalRankingTest.java 1411880 2012-11-20 21:13:54Z tn $<a name="line.32"></a> +<FONT color="green">032</FONT> * @version $Id: NaturalRankingTest.java 1454897 2013-03-10 19:02:54Z luc $<a name="line.32"></a> <FONT color="green">033</FONT> */<a name="line.33"></a> <FONT color="green">034</FONT> public class NaturalRankingTest {<a name="line.34"></a> <FONT color="green">035</FONT> <a name="line.35"></a> @@ -179,22 +179,22 @@ <FONT color="green">176</FONT> NaturalRanking ranking = new NaturalRanking(NaNStrategy.FIXED,<a name="line.176"></a> <FONT color="green">177</FONT> randomGenerator);<a name="line.177"></a> <FONT color="green">178</FONT> double[] ranks = ranking.rank(exampleData);<a name="line.178"></a> -<FONT color="green">179</FONT> double[] correctRanks = { 5, 4, 6, 7, 3, 8, Double.NaN, 1, 4 };<a name="line.179"></a> +<FONT color="green">179</FONT> double[] correctRanks = { 5, 3, 6, 7, 3, 8, Double.NaN, 1, 2 };<a name="line.179"></a> <FONT color="green">180</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.180"></a> <FONT color="green">181</FONT> ranks = ranking.rank(tiesFirst);<a name="line.181"></a> -<FONT color="green">182</FONT> correctRanks = new double[] { 1, 1, 4, 3, 5 };<a name="line.182"></a> +<FONT color="green">182</FONT> correctRanks = new double[] { 1, 2, 4, 3, 5 };<a name="line.182"></a> <FONT color="green">183</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.183"></a> <FONT color="green">184</FONT> ranks = ranking.rank(tiesLast);<a name="line.184"></a> -<FONT color="green">185</FONT> correctRanks = new double[] { 3, 4, 2, 1 };<a name="line.185"></a> +<FONT color="green">185</FONT> correctRanks = new double[] { 3, 3, 2, 1 };<a name="line.185"></a> <FONT color="green">186</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.186"></a> <FONT color="green">187</FONT> ranks = ranking.rank(multipleNaNs);<a name="line.187"></a> <FONT color="green">188</FONT> correctRanks = new double[] { 1, 2, Double.NaN, Double.NaN };<a name="line.188"></a> <FONT color="green">189</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.189"></a> <FONT color="green">190</FONT> ranks = ranking.rank(multipleTies);<a name="line.190"></a> -<FONT color="green">191</FONT> correctRanks = new double[] { 3, 2, 5, 5, 7, 6, 1 };<a name="line.191"></a> +<FONT color="green">191</FONT> correctRanks = new double[] { 3, 2, 4, 4, 6, 7, 1 };<a name="line.191"></a> <FONT color="green">192</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.192"></a> <FONT color="green">193</FONT> ranks = ranking.rank(allSame);<a name="line.193"></a> -<FONT color="green">194</FONT> correctRanks = new double[] { 1, 3, 4, 4 };<a name="line.194"></a> +<FONT color="green">194</FONT> correctRanks = new double[] { 2, 3, 3, 3 };<a name="line.194"></a> <FONT color="green">195</FONT> TestUtils.assertEquals(correctRanks, ranks, 0d);<a name="line.195"></a> <FONT color="green">196</FONT> }<a name="line.196"></a> <FONT color="green">197</FONT> <a name="line.197"></a>