Dew Stats Master .NET
Statistics Unit
Summary
Basic statistical routines.
Description
Introduces basic statistical routines, including hypothesis testing, distribution parameter estimation, descriptive statistics, ...

Types

 Name  Summary 
THotellingT2Type Defines Hotelling T2 test type. 
THypothesisResult Defines the result of hypothesis test. 
THypothesisType Defines type of hypothesis test. 
TLHCImprove Defines the criterion for measuring the improvement of Latih Hypercube DOE. 
TMatrixRotation Defines the rotation method. 
TPCAMode Defines type of Principal Component Analysis (PCA). 
TPercentileMethod Defines methods for calculatating percentile. 
TPWDistMethod Defines method for pairwise distance calculation. 
TTwoElmReal Defines the array of two TSample elements. 

Routines

 Name  Summary 
AndersonDarling Anderson-Darling GOF test. 
BarlettTest Performs the Barlett test for dimensionality of data. 
BetaFit Calculate parameters for beta distributed values. 
BinomFit Calculate parameters for binomial distributed values. 
CauchyFit Calculate parameters for Cauchy distributed values. 
ChiSquareFit Calculate parameters for Chi-Squared distributed values. 
ChiSquareTest Chi-Squared Test. 
CorrCoef Correlation coefficients. 
Covariance Covariance matrix. 
CronbachAlpha The Cronbach Alpha coefficient. 
CumulativeHist Cumulative histogram. 
EmpiricalCDF Calculates empirical CDF. 
ErlangFit Calculate parameters for Erlang distributed values. 
ExponentFit Calculate parameters for exponentialy distributed values. 
FTest F Test. 
FullFactDesign Creates the factors for full factorial design. 
GammaFit Calculate parameters for Gamma distributed values. 
GeometricFit Calculate parameters for geometrically distributed values. 
GOFBeraJarqueTest The Bera-Jarque GOF test to a normal distribution. 
GOFChi2Test The Chi-Squared goodness of fit test. 
GOFKolmogorov Two sample Kolmogorov-Smirnov GOF test. 
GrubbsTest Grubb's test for outliers. 
Histogram Histogram. 
HotellingT2One One-sample Hotelling T2 test. 
HotellingT2Two Two-sample Hotelling T2 test. 
InterQuartile InterQuartile range. 
InverseGaussianFit Calculate parameters for inverse Gaussian distributed values. 
LaplaceFit  
LatinHyperCubeDesign Latin Hyper-Cube design. 
LogNormalFit Calculate parameters for log-normaly distributed values. 
MannWhitneyTest Two sample Mann-Whitney test. 
MBoxTest M-Box test for equal covariances. 
MDScaleMetric Classical multidimensional scaling. 
MDScaleStress The stress factor for multidimensional scaling. 
MeanG Geometric mean. 
MeanH Harmonic mean. 
MeanT Trimmed mean. 
Moment Moments. 
NegBinomFit Calculate parameters for negative binomial distributed values. 
NormalFit Calculate parameters for normaly distributed values. 
OrthogonalRotation Orthogonal rotation of matrix. 
PairwiseDistance Pairwise distance. 
PCA Performs a principal component analysis (PCA). 
PCAResiduals PC residuals. 
Percentile Percentile. 
PoissonFit Calculate parameters for Poisson distributed values. 
RangeCols Range for matrix columns. 
RangeRows Range for matrix rows. 
Ranks Rank vector elements (no tie adjustment). 
RayleighFit Calculate parameters for Rayleigh distributed values. 
RemoveColumn Remove matrix column. 
RemoveRow Remove matrix row. 
ShapiroFrancia The Shapiro-Francia test for normality of data. 
ShapiroWilks The Shapiro-Wilks test for normality of data. 
SignTest One or two-sample Sign test. 
SpearmanRankCorr Spearman rank correlation test. 
TiedRanks Tied ranks for vector elements. 
TriangularFit Calculate parameters for Triangular distributed values. 
tTest One or two sample paired or pooled t-test. 
UniformDFit Calculate parameters for discrete uniformly distributed values. 
UniformFit Calculate parameters for uniformly distributed values. 
Unique Finds the unique elements in vector/matrix. 
WeibullFit Calculate parameters for Weibull distributed values. 
WilcoxonSign One or two-sample Wilcoxon signed rank test. 
ZTest Z Test. 

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