commons-math3-3.6.1/docs/apidocs/org/apache/commons/math3/fitting/package-summary.html


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<h1 title="Package" class="title">Package&nbsp;org.apache.commons.math3.fitting</h1>
<div class="docSummary">
<div class="block">Classes to perform curve fitting.</div>
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<p>See:&nbsp;<a href="#package_description">Description</a></p>
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<caption><span>Class Summary</span><span class="tabEnd">&nbsp;</span></caption>
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<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
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<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/AbstractCurveFitter.html" title="class in org.apache.commons.math3.fitting">AbstractCurveFitter</a></td>
<td class="colLast">
<div class="block">Base class that contains common code for fitting parametric univariate
 real functions <code>y = f(p<sub>i</sub>;x)</code>, where <code>x</code> is
 the independent variable and the <code>p<sub>i</sub></code> are the
 <em>parameters</em>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/AbstractCurveFitter.TheoreticalValuesFunction.html" title="class in org.apache.commons.math3.fitting">AbstractCurveFitter.TheoreticalValuesFunction</a></td>
<td class="colLast">
<div class="block">Vector function for computing function theoretical values.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="class in org.apache.commons.math3.fitting">CurveFitter</a>&lt;T extends <a href="../../../../../org/apache/commons/math3/analysis/ParametricUnivariateFunction.html" title="interface in org.apache.commons.math3.analysis">ParametricUnivariateFunction</a>&gt;</td>
<td class="colLast">Deprecated
<div class="block"><i>As of 3.3.</i></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/GaussianCurveFitter.html" title="class in org.apache.commons.math3.fitting">GaussianCurveFitter</a></td>
<td class="colLast">
<div class="block">Fits points to a <a href="../../../../../org/apache/commons/math3/analysis/function/Gaussian.Parametric.html" title="class in org.apache.commons.math3.analysis.function"><code>Gaussian</code></a>
 function.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/GaussianCurveFitter.ParameterGuesser.html" title="class in org.apache.commons.math3.fitting">GaussianCurveFitter.ParameterGuesser</a></td>
<td class="colLast">
<div class="block">Guesses the parameters <code>norm</code>, <code>mean</code>, and <code>sigma</code>
 of a <a href="../../../../../org/apache/commons/math3/analysis/function/Gaussian.Parametric.html" title="class in org.apache.commons.math3.analysis.function"><code>Gaussian.Parametric</code></a>
 based on the specified observed points.</div>
</td>
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<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/GaussianFitter.html" title="class in org.apache.commons.math3.fitting">GaussianFitter</a></td>
<td class="colLast">Deprecated
<div class="block"><i>As of 3.3.</i></div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/GaussianFitter.ParameterGuesser.html" title="class in org.apache.commons.math3.fitting">GaussianFitter.ParameterGuesser</a></td>
<td class="colLast">
<div class="block">Guesses the parameters <code>norm</code>, <code>mean</code>, and <code>sigma</code>
 of a <a href="../../../../../org/apache/commons/math3/analysis/function/Gaussian.Parametric.html" title="class in org.apache.commons.math3.analysis.function"><code>Gaussian.Parametric</code></a>
 based on the specified observed points.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/HarmonicCurveFitter.html" title="class in org.apache.commons.math3.fitting">HarmonicCurveFitter</a></td>
<td class="colLast">
<div class="block">Fits points to a <a href="../../../../../org/apache/commons/math3/analysis/function/HarmonicOscillator.Parametric.html" title="class in org.apache.commons.math3.analysis.function"><code>harmonic oscillator</code></a>
 function.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/HarmonicCurveFitter.ParameterGuesser.html" title="class in org.apache.commons.math3.fitting">HarmonicCurveFitter.ParameterGuesser</a></td>
<td class="colLast">
<div class="block">This class guesses harmonic coefficients from a sample.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/HarmonicFitter.html" title="class in org.apache.commons.math3.fitting">HarmonicFitter</a></td>
<td class="colLast">Deprecated
<div class="block"><i>As of 3.3.</i></div>
</td>
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<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/HarmonicFitter.ParameterGuesser.html" title="class in org.apache.commons.math3.fitting">HarmonicFitter.ParameterGuesser</a></td>
<td class="colLast">
<div class="block">This class guesses harmonic coefficients from a sample.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/PolynomialCurveFitter.html" title="class in org.apache.commons.math3.fitting">PolynomialCurveFitter</a></td>
<td class="colLast">
<div class="block">Fits points to a <a href="../../../../../org/apache/commons/math3/analysis/polynomials/PolynomialFunction.Parametric.html" title="class in org.apache.commons.math3.analysis.polynomials"><code>polynomial</code></a>
 function.</div>
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<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/PolynomialFitter.html" title="class in org.apache.commons.math3.fitting">PolynomialFitter</a></td>
<td class="colLast">Deprecated
<div class="block"><i>As of 3.3.</i></div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/SimpleCurveFitter.html" title="class in org.apache.commons.math3.fitting">SimpleCurveFitter</a></td>
<td class="colLast">
<div class="block">Fits points to a user-defined <a href="../../../../../org/apache/commons/math3/analysis/ParametricUnivariateFunction.html" title="interface in org.apache.commons.math3.analysis"><code>function</code></a>.</div>
</td>
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<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoint.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoint</a></td>
<td class="colLast">
<div class="block">This class is a simple container for weighted observed point in
 <a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="class in org.apache.commons.math3.fitting"><code>curve fitting</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoints.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoints</a></td>
<td class="colLast">
<div class="block">Simple container for weighted observed points used
 in <a href="../../../../../org/apache/commons/math3/fitting/AbstractCurveFitter.html" title="class in org.apache.commons.math3.fitting"><code>curve fitting</code></a> algorithms.</div>
</td>
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<h2 title="Package org.apache.commons.math3.fitting Description">Package org.apache.commons.math3.fitting Description</h2>
<div class="block">Classes to perform curve fitting.

 Curve fitting is a special case of a least-squares problem
 where the parameters are the coefficients of a function \( f \)
 whose graph \( y = f(x) \) should pass through sample points, and
 were the objective function is the squared sum of the residuals
 \( f(x_i) - y_i \) for observed points \( (x_i, y_i) \).</div>
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