Provides static methods for descriptive statistics and other statistical functions.
Namespace: Extreme.Statistics
Assembly: Extreme.Numerics (Extreme.Numerics)
Syntax
| Visual Basic (Declaration) |
|---|
Public NotInheritable Class Stats |
| C# |
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public sealed class Stats |
| C++ |
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public ref class Stats sealed |
Methods
| Icon | Type | Description |
|---|---|---|
  | Autocorrelation(Double[](), Int32) |
Gets the auto-correlation of the elements of an array.
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| Autocorrelation(Vector, Int32) |
Gets the auto-correlation of the elements of a vector.
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| Autocorrelation(NumericalVariable, Int32) |
Gets the auto-correlation of a numerical variable.
|
| Autocorrelation(Double[]()) |
Gets the lag-1 auto-correlation of the elements of an array.
|
| Autocorrelation(Vector) |
Gets the lag-1 auto-correlation of the elements of a vector.
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| Autocorrelation(NumericalVariable) |
Gets the lag-1 auto-correlation of a numerical variable.
|
| CentralMoment(Double[](), Int32) |
Returns the specified central moment of the elements of an array.
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| CentralMoment(Int32[](), Int32) |
Returns the specified central moment of the elements of an array.
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| CentralMoment(Vector, Int32) |
Returns the specified central moment of the elements of an array.
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| CentralMoment(NumericalVariable, Int32) |
Returns the specified central moment of a numerical variable.
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| ColumnMeans(Matrix) |
Returns a vector containing the means of the columns of a matrix.
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| ColumnStandardDeviations(Matrix) |
Returns a vector containing the standard deviations of the columns of a matrix.
|
| ColumnVariances(Matrix) |
Returns a vector containing the variances of the columns of a matrix.
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| Correlation(Double[](), Double[]()) |
Gets the Pearson correlation coefficent between two sets of values.
|
| Correlation(Vector, Vector) |
Gets the Pearson correlation coefficent between two sets of values.
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| Correlation(NumericalVariable, NumericalVariable) |
Gets the Pearson correlation coefficent between two numerical variables.
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| CorrelationMatrix(Matrix) |
Returns the correlation matrix for the columns in a matrix.
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| Covariance(Double[](), Double[]()) |
Gets the covariance between two sets of values.
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| Covariance(Vector, Vector) |
Gets the covariance between two sets of values.
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| Covariance(NumericalVariable, NumericalVariable) |
Gets the Pearson correlation coefficent between two numerical variables.
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| CovarianceMatrix(Matrix) |
Returns the covariance matrix for the columns in a matrix.
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| Equals(Object) | |
 | Finalize() | |
| GeometricMean(Double[]()) |
Returns the geometric mean of the elements of an array.
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| GeometricMean(Int32[]()) |
Returns the geometric mean of the elements of an array.
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| GeometricMean(Vector) |
Returns the geometric mean of the elements of a vector.
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| GeometricMean(NumericalVariable) |
Returns the geometric mean of the elements of a numerical variable.
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| GetHashCode() | Serves as a hash function for a particular type. |
| GetType() | Gets the Type of the current instance. |
| HarmonicMean(Double[]()) |
Returns the harmonic mean of the elements of an array.
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| HarmonicMean(Int32[]()) |
Returns the harmonic mean of the elements of an array.
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| HarmonicMean(Vector) |
Returns the harmonic mean of the elements of a vector.
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| HarmonicMean(NumericalVariable) |
Returns the harmonic mean of the elements of a numerical variable.
|
| InterQuartileRange(Double[]()) |
Returns the inter-quartile range of the elements of an array.
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| InterQuartileRange(Int32[]()) |
Returns the inter-quartile range of the elements of an array.
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| InterQuartileRange(DateTime[]()) |
Returns the inter-quartile range of the elements of an array.
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| InterQuartileRange(Vector) |
Returns the inter-quartile range of the elements of a vector.
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| InterQuartileRange(NumericalVariable) |
Returns the inter-quartile range of the elements of a numerical variable.
|
| Kurtosis(Double[]()) |
Returns the kurtosis supplement of the elements of an array.
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| Kurtosis(Int32[]()) |
Returns the kurtosis supplement of the elements of an array.
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| Kurtosis(Vector) |
Returns the kurtosis supplement of the elements of an array.
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| Kurtosis(NumericalVariable) |
Returns the kurtosis supplement of a numerical variable.
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| Max<(Of T>)(IList<(Of T>), IComparer<(Of T>)) |
Returns the maximum value of the elements of an array.
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| Max<(Of T>)(IList<(Of T>)) |
Returns the maximum value of the elements of an array.
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| Max(Double[]()) |
Returns the maximum value of the elements of an array.
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| Max(Int32[]()) |
Returns the maximum value of the elements of an array.
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| Max(DateTime[]()) |
Returns the maximum value of the elements of an array.
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| Max(Vector) |
Returns the maximum value of the elements of a vector.
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| Max(NumericalVariable) |
Returns the maximum value of the elements of a numerical variable.
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| Mean(Double[]()) |
Returns the mean of the elements of an array.
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| Mean(Int32[]()) |
Returns the mean of the elements of an array.
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| Mean(DateTime[]()) |
Returns the mean of the elements of an array of DateTime values.
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| Mean(Vector) |
Returns the mean of the elements of a vector.
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| Mean(NumericalVariable) |
Returns the mean of the elements of a numerical variable.
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| Median(Double[]()) |
Returns the median of the elements of an array.
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| Median(Int32[]()) |
Returns the median of the elements of an array.
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| Median(Vector) |
Returns the median of the elements of a vector.
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| Median(NumericalVariable) |
Returns the median of the elements of a numerical variable.
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| Median(CategoricalVariable) |
Returns the median of the elements of a categorical variable.
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| MemberwiseClone() | Creates a shallow copy of the current Object. |
| Min<(Of T>)(IList<(Of T>), IComparer<(Of T>)) |
Returns the maximum value of the elements of an array.
|
| Min<(Of T>)(IList<(Of T>)) |
Returns the maximum value of the elements of an array.
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| Min(Double[]()) |
Returns the minimum value of the elements of an array.
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| Min(Int32[]()) |
Returns the minimum value of the elements of an array.
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| Min(DateTime[]()) |
Returns the minimum value of the elements of an array.
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| Min(Vector) |
Returns the minimum value of the elements of a vector.
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| Min(NumericalVariable) |
Returns the minimum value of the elements of a numerical variable.
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| MinMax<(Of T>)(IList<(Of T>), IComparer<(Of T>)) |
Returns the maximum value of the elements of an array.
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| MinMax<(Of T>)(IList<(Of T>)) |
Returns the maximum value of the elements of an array.
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| MinMax(Double[]()) |
Returns the minimum and maximum value of the elements of an array.
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| MinMax(Int32[]()) |
Returns the minimum and maximum value of the elements of an array.
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| MinMax(DateTime[]()) |
Returns the minimum and maximum value of the elements of an array.
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| MinMax(Vector) |
Returns the minimum and maximum value of the elements of a vector.
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| MinMax(NumericalVariable) |
Returns the minimum and maximum value of the elements of a numerical variable.
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| Moment(Double[](), Int32) |
Returns the specified raw moment of the elements of an array.
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| Moment(Int32[](), Int32) |
Returns the specified raw moment of the elements of an array.
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| Moment(Vector, Int32) |
Returns the specified raw moment of the elements of an array.
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| Moment(NumericalVariable, Int32) |
Returns the specified raw moment of a numerical variable.
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| Percentile(NumericalVariable, Int32) |
Gets the specified percentile.
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| Percentile(Double[](), Int32) |
Gets the specified percentile.
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| Percentile(Vector, Int32) |
Gets the specified percentile.
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| Percentiles(NumericalVariable, Int32[]()) |
Gets the specified percentiles.
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| Percentiles(Double[](), Int32[]()) |
Gets the specified percentiles.
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| Percentiles(Vector, Int32[]()) |
Gets the specified percentiles.
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| PopulationKurtosis(Double[]()) |
Returns the kurtosis supplement of the elements of an array.
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| PopulationKurtosis(Int32[]()) |
Returns the kurtosis supplement of the elements of an array.
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| PopulationKurtosis(Vector) |
Returns the kurtosis supplement of the elements of an array.
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| PopulationKurtosis(NumericalVariable) |
Returns the kurtosis supplement of a numerical variable.
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| PopulationSkewness(Double[]()) |
Returns the skewness of the elements of an array.
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| PopulationSkewness(Int32[]()) |
Returns the skewness of the elements of an array.
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| PopulationSkewness(Vector) |
Returns the skewness of the elements of an array.
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| PopulationSkewness(NumericalVariable) |
Returns the skewness of a numerical variable.
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| PopulationStandardDeviation(Double[]()) |
Returns the standard deviation of the elements of an array.
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| PopulationStandardDeviation(Int32[]()) |
Returns the standard deviation of the elements of an array.
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| PopulationStandardDeviation(DateTime[]()) |
Returns the standard deviation of the elements of an array.
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| PopulationStandardDeviation(Vector) |
Returns the standard deviation of the elements of a vector.
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| PopulationStandardDeviation(NumericalVariable) |
Returns the standard deviation of the elements of a numerical variable.
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| PopulationStandardDeviation(DateTimeVariable) |
Returns the standard deviation of the elements of a numerical variable.
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| PopulationVariance(Double[]()) |
Returns the variance of the elements of an array.
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| PopulationVariance(Int32[]()) |
Returns the variance of the elements of an array.
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| PopulationVariance(Vector) |
Returns the variance of the elements of a vector.
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| PopulationVariance(NumericalVariable) |
Returns the variance of the elements of a numerical variable.
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| Range(Double[]()) |
Returns the range of the elements of an array.
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| Range(Int32[]()) |
Returns the range of the elements of an array.
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| Range(DateTime[]()) |
Returns the range of the elements of an array.
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| Range(Vector) |
Returns the range of the elements of a vector.
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| Range(NumericalVariable) |
Returns the range of the elements of a numerical variable.
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| RankCorrelation(Double[](), Double[]()) |
Gets the Spearman rank correlation coefficent between two sets of values.
|
| RankCorrelation(Vector, Vector) |
Gets the Spearman rank correlation coefficent between two sets of values.
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| RankCorrelation(NumericalVariable, NumericalVariable) |
Gets the Spearman rank correlation coefficent between two numerical variables.
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| RootMeanSquare(Double[]()) |
Returns the root-mean-square of the elements of an array.
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| RootMeanSquare(Int32[]()) |
Returns the root-mean-square of the elements of an array.
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| RootMeanSquare(DateTime[]()) |
Returns the root-mean-square of the elements of an array.
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| RootMeanSquare(Vector) |
Returns the root-mean-square of the elements of a vector.
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| RootMeanSquare(NumericalVariable) |
Returns the root-mean-square of the elements of a numerical variable.
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| RowMeans(Matrix) |
Returns a vector containing the means of the rows of a matrix.
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| RowStandardDeviations(Matrix) |
Returns a vector containing the standard deviations of the rows of a matrix.
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| RowVariances(Matrix) |
Returns a vector containing the variances of the rows of a matrix.
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| Skewness(Double[]()) |
Returns the skewness of the elements of an array.
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| Skewness(Int32[]()) |
Returns the skewness of the elements of an array.
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| Skewness(Vector) |
Returns the skewness of the elements of an array.
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| Skewness(NumericalVariable) |
Returns the skewness of a numerical variable.
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| StandardDeviation(Double[]()) |
Returns the standard deviation of the elements of an array.
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| StandardDeviation(Int32[]()) |
Returns the standard deviation of the elements of an array.
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| StandardDeviation(DateTime[]()) |
Returns the standard deviation of the elements of an array.
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| StandardDeviation(Vector) |
Returns the standard deviation of the elements of a vector.
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| StandardDeviation(NumericalVariable) |
Returns the standard deviation of the elements of a numerical variable.
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| StandardDeviation(DateTimeVariable) |
Returns the standard deviation of the elements of a numerical variable.
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| Sum(Double[]()) |
Returns the sum of the elements of an array.
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| Sum(Int32[]()) |
Returns the sum of the elements of an array.
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| Sum(Vector) |
Returns the sum of the elements of an array.
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| Sum(NumericalVariable) |
Returns the sum of the observations in a NumericalVariable.
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| SumOfSquares(Double[]()) |
Returns the sum of the squares of the elements of an array.
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| SumOfSquares(Int32[]()) |
Returns the sum of the squares of the elements of an array.
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| SumOfSquares(Vector) |
Returns the sum of the squares of the elements of an array.
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| SumOfSquares(NumericalVariable) |
Returns the sum of the squares of the observations in a NumericalVariable.
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| ToString() | |
| TrimmedMean(Double[](), Double) |
Returns the trimmed mean of the elements of an array.
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| TrimmedMean(Int32[](), Double) |
Returns the trimmed mean of the elements of an array.
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| TrimmedMean(DateTime[](), Double) |
Returns the trimmed mean of the elements of an array of DateTime values.
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| TrimmedMean(Vector, Double) |
Returns the trimmed mean of the elements of a vector.
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| TrimmedMean(NumericalVariable, Double) |
Returns the trimmed mean of the elements of a numerical variable.
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| Variance(Double[]()) |
Returns the variance of the elements of an array.
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| Variance(Int32[]()) |
Returns the variance of the elements of an array.
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| Variance(Vector) |
Returns the variance of the elements of a vector.
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| Variance(NumericalVariable) |
Returns the variance of the elements of a numerical variable.
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Remarks
Inheritance Hierarchy
