csharpfftfsharpintegrationinterpolationlinear-algebramathdifferentiationmatrixnumericsrandomregressionstatisticsmathnet
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
348 lines
14 KiB
348 lines
14 KiB
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Frameset//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-frameset.dtd">
|
|
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
|
|
<head>
|
|
<title>DescriptiveStatistics - Math.NET Numerics Documentation</title>
|
|
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
|
|
<link type="text/css" rel="stylesheet" href="../main.css"/>
|
|
<script type="text/javascript" src="../js/jquery-1.3.2.min.js"></script>
|
|
<script type="text/javascript" src="../js/jquery.scrollTo-min.js"></script>
|
|
<script type="text/javascript" src="../js/navigation.js"></script>
|
|
<script type="text/javascript" src="../js/example.js"></script>
|
|
</head>
|
|
<body><div id="namespaces">
|
|
<h2 class="fixed">Namespaces</h2>
|
|
<div class="scroll">
|
|
<ul>
|
|
<li>
|
|
<a href="../MathNet.Numerics/index.htm">MathNet.Numerics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Differentiation/index.htm">MathNet.Numerics.Differentiation</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Distributions/index.htm">MathNet.Numerics.Distributions</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Financial/index.htm">MathNet.Numerics.Financial</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.IntegralTransforms/index.htm">MathNet.Numerics.IntegralTransforms</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Integration/index.htm">MathNet.Numerics.Integration</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Interpolation/index.htm">MathNet.Numerics.Interpolation</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra/index.htm">MathNet.Numerics.LinearAlgebra</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Complex/index.htm">MathNet.Numerics.LinearAlgebra.Complex</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Complex.Solvers/index.htm">MathNet.Numerics.LinearAlgebra.Complex.Solvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Complex32/index.htm">MathNet.Numerics.LinearAlgebra.Complex32</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Complex32.Solvers/index.htm">MathNet.Numerics.LinearAlgebra.Complex32.Solvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Double/index.htm">MathNet.Numerics.LinearAlgebra.Double</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Double.Solvers/index.htm">MathNet.Numerics.LinearAlgebra.Double.Solvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Factorization/index.htm">MathNet.Numerics.LinearAlgebra.Factorization</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Single/index.htm">MathNet.Numerics.LinearAlgebra.Single</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Single.Solvers/index.htm">MathNet.Numerics.LinearAlgebra.Single.Solvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Solvers/index.htm">MathNet.Numerics.LinearAlgebra.Solvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearAlgebra.Storage/index.htm">MathNet.Numerics.LinearAlgebra.Storage</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.LinearRegression/index.htm">MathNet.Numerics.LinearRegression</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.OdeSolvers/index.htm">MathNet.Numerics.OdeSolvers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Optimization/index.htm">MathNet.Numerics.Optimization</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Optimization.LineSearch/index.htm">MathNet.Numerics.Optimization.LineSearch</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Optimization.ObjectiveFunctions/index.htm">MathNet.Numerics.Optimization.ObjectiveFunctions</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Optimization.TrustRegion/index.htm">MathNet.Numerics.Optimization.TrustRegion</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Providers/index.htm">MathNet.Numerics.Providers</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Providers.FourierTransform/index.htm">MathNet.Numerics.Providers.FourierTransform</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Providers.LinearAlgebra/index.htm">MathNet.Numerics.Providers.LinearAlgebra</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Providers.SparseSolver/index.htm">MathNet.Numerics.Providers.SparseSolver</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Random/index.htm">MathNet.Numerics.Random</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.RootFinding/index.htm">MathNet.Numerics.RootFinding</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/index.htm" class="current">MathNet.Numerics.Statistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics.Mcmc/index.htm">MathNet.Numerics.Statistics.Mcmc</a>
|
|
</li>
|
|
</ul>
|
|
</div>
|
|
</div><div id="types">
|
|
<h2 class="fixed">Types in MathNet.Numerics.Statistics</h2>
|
|
<div class="scroll">
|
|
<ul>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/ArrayStatistics.htm">ArrayStatistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/Bucket.htm">Bucket</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/Correlation.htm">Correlation</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm" class="current">DescriptiveStatistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/Histogram.htm">Histogram</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/KernelDensity.htm">KernelDensity</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/MovingStatistics.htm">MovingStatistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/QuantileDefinition.htm">QuantileDefinition</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/RankDefinition.htm">RankDefinition</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/RunningStatistics.htm">RunningStatistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/SortedArrayStatistics.htm">SortedArrayStatistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/Statistics.htm">Statistics</a>
|
|
</li>
|
|
<li>
|
|
<a href="../MathNet.Numerics.Statistics/StreamingStatistics.htm">StreamingStatistics</a>
|
|
</li>
|
|
</ul>
|
|
</div>
|
|
</div>
|
|
<div class="header">
|
|
<p class="class"><strong>Type</strong> DescriptiveStatistics</p>
|
|
<p><strong>Namespace</strong> MathNet.Numerics.Statistics</p>
|
|
</div>
|
|
<div class="sub-header">
|
|
<div id="summary">Computes the basic statistics of data set. The class meets the
|
|
NIST standard of accuracy for mean, variance, and standard deviation
|
|
(the only statistics they provide exact values for) and exceeds them
|
|
in increased accuracy mode.
|
|
Recommendation: consider to use RunningStatistics instead. <blockquote class="remarks">
|
|
This type declares a DataContract for out of the box ephemeral serialization
|
|
with engines like DataContractSerializer, Protocol Buffers and FsPickler,
|
|
but does not guarantee any compatibility between versions.
|
|
It is not recommended to rely on this mechanism for durable persistence.
|
|
</blockquote>
|
|
</div>
|
|
|
|
<h3 class="section">Constructors</h3>
|
|
<ul>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#.ctor">DescriptiveStatistics</a></li>
|
|
</ul>
|
|
|
|
<h3 class="section">Methods</h3>
|
|
<ul>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Equals">Equals</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#GetHashCode">GetHashCode</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#GetType">GetType</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#ToString">ToString</a></li>
|
|
</ul>
|
|
|
|
|
|
<h3 class="section">Properties</h3>
|
|
<ul>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Count">Count</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Kurtosis">Kurtosis</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Maximum">Maximum</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Mean">Mean</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Minimum">Minimum</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Skewness">Skewness</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#StandardDeviation">StandardDeviation</a></li>
|
|
<li><a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Variance">Variance</a></li>
|
|
</ul>
|
|
|
|
</div>
|
|
|
|
|
|
<h3 class="section">Public Constructors</h3>
|
|
|
|
<div id=".ctor" class="method">
|
|
<h4> <strong>DescriptiveStatistics</strong>(<span title="System.Collections.Generic.IEnumerable<double>">IEnumerable<double></span> data, <span title="System.bool">bool</span> increasedAccuracy)</h4>
|
|
<div class="content">Initializes a new instance of the <a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm">DescriptiveStatistics</a> class. <blockquote class="remarks">
|
|
Don't use increased accuracy for data sets containing large values (in absolute value).
|
|
This may cause the calculations to overflow.
|
|
</blockquote>
|
|
|
|
|
|
<div class="parameters">
|
|
<h5>Parameters</h5>
|
|
|
|
<h6><code><span title="System.Collections.Generic.IEnumerable<double>">IEnumerable<double></span></code> data</h6>
|
|
<p class="comments">The sample data. </p>
|
|
<h6><code><span title="System.bool">bool</span></code> increasedAccuracy</h6>
|
|
<p class="comments">If set to <code>true</code> , increased accuracy mode used.
|
|
Increased accuracy mode uses <a href="../System/Decimal.htm">Decimal</a> types for internal calculations. </p>
|
|
</div>
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
|
|
<h3 class="section">Public Methods</h3>
|
|
|
|
<div id="Equals" class="method">
|
|
<h4><span title="System.bool">bool</span> <strong>Equals</strong>(<span title="System.object">object</span> obj)</h4>
|
|
<div class="content">
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="GetHashCode" class="method">
|
|
<h4><span title="System.int">int</span> <strong>GetHashCode</strong>()</h4>
|
|
<div class="content">
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="GetType" class="method">
|
|
<h4><span title="System.Type">Type</span> <strong>GetType</strong>()</h4>
|
|
<div class="content">
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="ToString" class="method">
|
|
<h4><span title="System.string">string</span> <strong>ToString</strong>()</h4>
|
|
<div class="content">
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<h3 class="section">Public Properties</h3>
|
|
|
|
<div id="Count" class="method">
|
|
<h4><span title="System.long">long</span> <strong>Count</strong> get; set;</h4>
|
|
<div class="content">Gets the size of the sample.
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Kurtosis" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Kurtosis</strong> get; set;</h4>
|
|
<div class="content">Gets the sample kurtosis. <blockquote class="remarks">
|
|
Returns zero if <a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Count">Count</a> is less than four.
|
|
</blockquote>
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Maximum" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Maximum</strong> get; set;</h4>
|
|
<div class="content">Gets the maximum sample value.
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Mean" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Mean</strong> get; set;</h4>
|
|
<div class="content">Gets the sample mean.
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Minimum" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Minimum</strong> get; set;</h4>
|
|
<div class="content">Gets the minimum sample value.
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Skewness" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Skewness</strong> get; set;</h4>
|
|
<div class="content">Gets the sample skewness. <blockquote class="remarks">
|
|
Returns zero if <a href="../MathNet.Numerics.Statistics/DescriptiveStatistics.htm#Count">Count</a> is less than three.
|
|
</blockquote>
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="StandardDeviation" class="method">
|
|
<h4><span title="System.double">double</span> <strong>StandardDeviation</strong> get; set;</h4>
|
|
<div class="content">Gets the unbiased population standard deviation (on a dataset of size N will use an N-1 normalizer).
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="Variance" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Variance</strong> get; set;</h4>
|
|
<div class="content">Gets the unbiased population variance estimator (on a dataset of size N will use an N-1 normalizer).
|
|
<blockquote class="value">
|
|
<strong>Value: </strong>
|
|
</blockquote>
|
|
</div>
|
|
</div>
|
|
<div id="footer">
|
|
<p>Based on v5.0.0.0 of MathNet.Numerics (Math.NET Numerics)</p>
|
|
<p>Generated by <a href="http://docu.jagregory.com">docu</a></p>
|
|
</div>
|
|
</body>
|
|
</html>
|