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<h1 class="cover"><span>Statistical</span><wbr><span><span>Algebra</span></span></h1>
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">interface </span><a href="index.html">StatisticalAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token punctuation">, </span><span class="token keyword">out </span><a href="index.html">A</a><span class="token operator"> : </span><a href="../../../kmath-core/space.kscience.kmath.operations/-algebra/index.html">Algebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span><span class="token keyword">out </span><a href="index.html">BA</a><span class="token operator"> : </span><a href="../../../kmath-core/space.kscience.kmath.operations/-buffer-algebra/index.html">BufferAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="index.html">A</a><span class="token operator">&gt;</span><span class="token operator">&gt;</span> : <a href="../../../kmath-core/space.kscience.kmath.operations/-algebra/index.html">Algebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token operator">&gt; </span><span class="clearfix"><span class="floating-right">(<a href="https://github.com/SciProgCentre/kmath/tree/master/kmath-stat/src/commonMain/kotlin/space/kscience/kmath/stat/StatisticalAlgebra.kt#L9">source</a>)</span></span></div><h4 class="">Inheritors</h4><div class="table"><div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="main-subrow keyValue "><div class=""><span class="inline-flex"><div><a href="../../space.kscience.kmath.series/-series-algebra/index.html">SeriesAlgebra</a></div></span></div><div></div></div></div></div></div></div>
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<div data-togglable="FUNCTION">
<h2 class="">Functions</h2>
<div class="table"><a data-name="1970092085%2FFunctions%2F-443365019" anchor-label="binaryOperation" id="1970092085%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../../space.kscience.kmath.series/-series-algebra/index.html#1970092085%2FFunctions%2F-443365019"><span>binary</span><wbr><span><span>Operation</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1970092085%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.series/-series-algebra/index.html#1970092085%2FFunctions%2F-443365019"><span class="token function">binaryOperation</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">operation<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a><span class="token punctuation">, </span></span><span class="parameter ">left<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span></span><span class="parameter ">right<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="2100605251%2FFunctions%2F-443365019" anchor-label="binaryOperationFunction" id="2100605251%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="index.html#2100605251%2FFunctions%2F-443365019"><span>binary</span><wbr><span>Operation</span><wbr><span><span>Function</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2100605251%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="index.html#2100605251%2FFunctions%2F-443365019"><span class="token function">binaryOperationFunction</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">operation<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><span class="token punctuation">(</span><span class="token keyword"></span>left<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span><span class="token keyword"></span>right<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
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<a data-name="-1727912674%2FFunctions%2F-443365019" anchor-label="bindSymbol" id="-1727912674%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../../space.kscience.kmath.series/-series-algebra/index.html#-1727912674%2FFunctions%2F-443365019"><span>bind</span><wbr><span><span>Symbol</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1727912674%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.series/-series-algebra/index.html#-1727912674%2FFunctions%2F-443365019"><span class="token function">bindSymbol</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">value<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
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</div>
<a data-name="915741320%2FFunctions%2F-443365019" anchor-label="bindSymbolOrNull" id="915741320%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../../space.kscience.kmath.series/-series-algebra/index.html#915741320%2FFunctions%2F-443365019"><span>bind</span><wbr><span>Symbol</span><wbr><span>Or</span><wbr><span><span>Null</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="915741320%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.series/-series-algebra/index.html#915741320%2FFunctions%2F-443365019"><span class="token function">bindSymbolOrNull</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">value<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-string/index.html">String</a></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token operator">?</span></div></div></div>
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<a data-name="701606046%2FFunctions%2F-443365019" anchor-label="ecdf" id="701606046%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../ecdf.html"><span><span>ecdf</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="701606046%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ecdf.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ecdf.html">T</a><span class="token operator">&gt;</span><span class="token operator">&gt; </span><a href="index.html">StatisticalAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ecdf.html">T</a><span class="token punctuation">, </span><span class="token operator">*</span><span class="token punctuation">, </span><span class="token operator">*</span><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../ecdf.html"><span class="token function">ecdf</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">buffer<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ecdf.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><span class="token punctuation">(</span><span class="token keyword"></span><a href="../ecdf.html">T</a><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a></div><div class="brief "><p class="paragraph">Compute <a href="https://en.wikipedia.org/wiki/Empirical_distribution_function">empirical CDF function</a></p></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="1263128941%2FFunctions%2F-443365019" anchor-label="export" id="1263128941%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../../space.kscience.kmath.series/-series-algebra/index.html#1263128941%2FFunctions%2F-443365019"><span><span>export</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1263128941%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">fun </span><a href="../../space.kscience.kmath.series/-series-algebra/index.html#1263128941%2FFunctions%2F-443365019"><span class="token function">export</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">arg<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-657131894%2FFunctions%2F-443365019" anchor-label="ksComparisonStatistic" id="-657131894%2FFunctions%2F-443365019" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain"></a>
<div class="table-row" data-togglable="EXTENSION_FUNCTION" data-filterable-current=":kmath-stat:dokkaHtmlPartial/commonMain" data-filterable-set=":kmath-stat:dokkaHtmlPartial/commonMain">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../ks-comparison-statistic.html"><span>ks</span><wbr><span>Comparison</span><wbr><span><span>Statistic</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-657131894%2FFunctions%2F-443365019"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-dependent-content" data-active="" data-togglable=":kmath-stat:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation builtin">@</span><a href="../../../kmath-memory/space.kscience.kmath/-unstable-k-math-a-p-i/index.html"><span class="token annotation builtin">UnstableKMathAPI</span></a></div></div><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-comparable/index.html">Comparable</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">A</a><span class="token operator"> : </span><a href="../../../kmath-core/space.kscience.kmath.operations/-group/index.html">Group</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span>, <a href="../../../kmath-core/space.kscience.kmath.operations/-numeric-algebra/index.html">NumericAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">BA</a><span class="token operator"> : </span><a href="../../../kmath-core/space.kscience.kmath.operations/-buffer-algebra/index.html">BufferAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">A</a><span class="token operator">&gt;</span><span class="token operator">&gt; </span><a href="index.html">StatisticalAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">A</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">BA</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="../ks-comparison-statistic.html"><span class="token function">ksComparisonStatistic</span></a><span class="token punctuation">(</span><span class="parameters "><span class="parameter ">x<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span></span><span class="parameter ">y<span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span></span></span><span class="token punctuation">)</span><span class="token operator">: </span><a href="../-k-m-comparison-result/index.html">KMComparisonResult</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="../ks-comparison-statistic.html">T</a><span class="token operator">&gt;</span></div><div class="brief "><p class="paragraph">Kolmogorov-Smirnov sample comparison test Implementation copied from https://commons.apache.org/proper/commons-math/javadocs/api-3.6.1/index.html?org/apache/commons/math3/stat/inference/KolmogorovSmirnovTest.html</p></div></div></div>
</div>
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<div><a href="element-algebra.html"><span>element</span><wbr><span><span>Algebra</span></span></a></div>
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