kmath/kmath-core/space.kscience.kmath.expressions/chi-squared-expression.html

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<div class="main-content" id="content" pageids="kmath-core::space.kscience.kmath.expressions//chiSquaredExpression/space.kscience.kmath.expressions.AutoDiffProcessor[TypeParam(bounds=[kotlin.Comparable[^]]),TypeParam(bounds=[kotlin.Any]),TypeParam(bounds=[space.kscience.kmath.operations.ExtendedField[TypeParam(bounds=[kotlin.Any])], space.kscience.kmath.expressions.ExpressionAlgebra[TypeParam(bounds=[kotlin.Comparable[^^]]),TypeParam(bounds=[kotlin.Any])]])]#space.kscience.kmath.structures.Buffer[TypeParam(bounds=[kotlin.Comparable[^]])]#space.kscience.kmath.structures.Buffer[TypeParam(bounds=[kotlin.Comparable[^]])]#space.kscience.kmath.structures.Buffer[TypeParam(bounds=[kotlin.Comparable[^]])]#kotlin.Function2[TypeParam(bounds=[space.kscience.kmath.operations.ExtendedField[TypeParam(bounds=[kotlin.Any])], space.kscience.kmath.expressions.ExpressionAlgebra[TypeParam(bounds=[kotlin.Comparable[^^]]),TypeParam(bounds=[kotlin.Any])]]),TypeParam(bounds=[kotlin.Any]),TypeParam(bounds=[kotlin.Any])]/PointingToDeclaration//244675578">
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<h1 class="cover"><span>chi</span><wbr><span>Squared</span><wbr><span><span>Expression</span></span></h1>
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<div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-core:dokkaHtmlPartial/commonMain"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.jvm/-jvm-name/index.html"><span class="token annotation">JvmName</span></a><span class="token punctuation">(</span><span>name<span class="token operator"> = </span><span class="breakable-word"><span class="token string">"genericChiSquaredExpression"</span></span></span><wbr><span class="token punctuation">)</span></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="chi-squared-expression.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="chi-squared-expression.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token operator"> : </span><a href="../space.kscience.kmath.operations/-extended-field/index.html">ExtendedField</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token operator">&gt;</span>, <a href="-expression-algebra/index.html">ExpressionAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token operator">&gt;</span><span class="token operator">&gt; </span><a href="-auto-diff-processor/index.html">AutoDiffProcessor</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="chi-squared-expression.html"><span class="token function">chiSquaredExpression</span></a><span class="token punctuation">(</span>x<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>y<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>yErr<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>model<span class="token operator">: </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="-differentiable-expression/index.html">DifferentiableExpression</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">T</a><span class="token operator">&gt;</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><p class="paragraph">Generate a chi squared expression from given x-y-sigma data and inline model. Provides automatic differentiation.</p><p class="paragraph"><strong>WARNING</strong> All elements of <a href="chi-squared-expression.html">yErr</a> must be positive.</p><br><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="chi-squared-expression.html">I</a><span class="token operator"> : </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-any/index.html">Any</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token operator"> : </span><a href="../space.kscience.kmath.operations/-extended-field/index.html">ExtendedField</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token operator">&gt;</span>, <a href="-expression-algebra/index.html">ExpressionAlgebra</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token operator">&gt;</span><span class="token operator">&gt; </span><a href="-auto-diff-processor/index.html">AutoDiffProcessor</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token operator">&gt;</span><span class="token punctuation">.</span><a href="chi-squared-expression.html"><span class="token function">chiSquaredExpression</span></a><span class="token punctuation">(</span>x<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>y<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>yErr<span class="token operator">: </span><a href="../space.kscience.kmath.structures/-buffer/index.html">Buffer</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">&gt;</span><span class="token punctuation">, </span>model<span class="token operator">: </span><span class="token keyword"></span><a href="chi-squared-expression.html">A</a><span class="token punctuation">.</span><span class="token punctuation">(</span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">)</span><span class="token operator"> -&gt; </span><span class="token keyword"></span><a href="chi-squared-expression.html">I</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="-differentiable-expression/index.html">DifferentiableExpression</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-double/index.html">Double</a><span class="token operator">&gt;</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div> </div>
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