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API Docs / Microsoft.VisualBasic.Math.Statistics

Microsoft.VisualBasic.Math.Statistics 1.0.9753.4776.

Namespaces 12 Types 56 Members 459

01 Namespaces

Microsoft.VisualBasic.Math.Statistics

TypeSummary Members
ChiSquareTest 20
Extensions 5
FastICA FastICA (Fast Independent Component Analysis) implementation. 76
FisherTest Fisher's exact test > https://en.wikipedia.org/wiki/Fisher's_exact_test Fisher 's exact test is a statistical significance test used in the analysis of contingency tables.[… 5
FTest 9
LogLikelihood calculates log likelihood between a source and a reference corpus. 1
SpecialFunctions @author Will_and_Sara 24

Microsoft.VisualBasic.Math.Statistics.Distributions

TypeSummary Members
ContinuousDistribution @author Will_and_Sara 10
Distribution 21
Skellam Skellam 分布：两个独立 Poisson 变量之差 X = Y1 - Y2 的分布 （Y1 ~ Poisson(lambda1)，Y2 ~ Poisson(lambda2)）。 本模块移植自 R 语言的 skellam 包 （参见项目 Resources\pskellam.txt、Resources\dskellam.txt、 Resour… 11

Microsoft.VisualBasic.Math.Statistics.Distributions.LinearMoments

TypeSummary Members
Exponential @author Will_and_Sara 4
GEV @author Will_and_Sara and Micheal Wright 4
Gumbel @author Will_and_Sara 4
Logistic @author Will_and_Sara 4
LogPearsonIII @author Will_and_Sara 4
Pareto @author Will_and_Sara 5

Microsoft.VisualBasic.Math.Statistics.Distributions.MethodOfMoments

TypeSummary Members
Beta @author Will_and_Sara 4
Emperical @author Will_and_Sara 4
Exponential @author Will_and_Sara 4
Gamma @author Will_and_Sara 4
GEV @author Will_and_Sara 4
Gumbel @author Will_and_Sara 4
LogNormal @author Will_and_Sara 6
LogPearsonIII @author Will_and_Sara 5
Normal normal distribution @author Will_and_Sara 9
Rayleigh @author Will_and_Sara 5
Triangular @author Will_and_Sara 7
Uniform @author Will_and_Sara 6

Microsoft.VisualBasic.Math.Statistics.Hypothesis

TypeSummary Members
Hypothesis 6
MoranTest 10
NullHypothesis 4
t Performs one and two sample t-tests on vectors of data. 5
Topt 4
TtestResult 11

Microsoft.VisualBasic.Math.Statistics.Hypothesis.FishersExact

TypeSummary Members
FishersExactPvalues FishersExactPvalues holds the pvalues calculated by the fishers_exact function. 6
FishersExactTest Fisher's exact test. Implements a 2×2 Fishers exact test. Use this to test the independence of two categorical variables when the sample sizes are small. For an approachable e… 7

Microsoft.VisualBasic.Math.Statistics.Hypothesis.Mantel

TypeSummary Members
corr 2
Model the test model 6
Result 4
statistical_test 6
stats 13

Microsoft.VisualBasic.Math.Statistics.Hypothesis.Mantel.corr

TypeSummary Members
corr An abstract delegate function for measure the correlation between two given numeric vector 3

Microsoft.VisualBasic.Math.Statistics.MomentFunctions

TypeSummary Members
BasicProductMoments 可以利用这个模块来进行一组数据的正态分布的参数的估计 @author Will_and_Sara 12
BasicProductMomentsHistogram @author Will_and_Sara 2
LinearMoments @author Will_and_Sara 10
ProductMoments In statistics, moments are a set of numerical characteristics that describe the shape and features of a probability distribution. 18

Microsoft.VisualBasic.Math.Statistics.RANSAC

TypeSummary Members
Algorithm RANSAC (RANdom SAmple Consensus) is an algorithm for measuring system parameters for some input data. 1

Microsoft.VisualBasic.Math.Statistics.ShapleyValue

TypeSummary Members
CharacteristicFunction represent the following function often written by v 2^N to R for each subset of the set {1.. 4
CoalitionStrategy @author Franck Benault @version 0.0.2 @since 0.0.2 8
ShapleyApplication facade of Shapley application @author Franck Benault @version 0.0.2 @since 0.0.2 4

Microsoft.VisualBasic.Math.Statistics.ShapleyValue.TreeShape

TypeSummary Members
PathElement Path element for use in ShapAlgo2 9
PkNode 16
PkTree 3
ShapAlgo1 See https://arxiv.org/pdf/1802.03888.pdf - Chapter 3.1, Algorithm 1. 8
ShapAlgo2 Rewrite of the Algorithm 2 from [1]. 2
ShapOptimized 6