MMDai: Multivariate Multinomial Distribution Approximation and Imputation for Incomplete Data
Version 1.2.0

Fit incomplete categorical data with infinite mixture of multinomial distribution (Dunson and Xing (2009) ). Perform efficient missing data imputation and other statistical inference based on joint distribution estimation.

AuthorChaojie Wang
Date of publication2017-03-18 08:39:12 UTC
MaintainerChaojie Wang <wang910930@163.com>
LicenseGPL (>= 2)
Version1.2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MMDai")

Popular man pages

Classification: Classification
Correlation: Correlation estimation
DBhattacharyya: Bhattacharyya distance
GenerateData: Generate random dataset
InitialPsi: initial psi
JointTable: Generate joint distribution table
ParEst: Estimate theta and psi in multinomial mixture model
See all...

All man pages Function index File listing

Man pages

ChiSquareTest: Chi-Square test
Classification: Classification
Correlation: Correlation estimation
DBhattacharyya: Bhattacharyya distance
FactorToMatrix: Factor To Matrix
FisherTest: Fisher exact test
GenerateData: Generate random dataset
Imputation: Imputation
InitialPsi: initial psi
JointTable: Generate joint distribution table
JointTableEst: Joint distribution table estimation This function is used to...
kIdentifier: Identify the number of components k
MatrixToFactor: Matrix To Factor
MovieRate: Real application dataset
MutualInfo: mutual information
ParEst: Estimate theta and psi in multinomial mixture model
SampleJointTable: Sample joint distribution table
SignTest: Sign test

Functions

ChiSquareTest Man page Source code
Classification Man page Source code
Correlation Man page Source code
DBhattacharyya Man page Source code
FactorToMatrix Man page Source code
FisherTest Man page Source code
GenerateData Man page Source code
Imputation Man page Source code
InitialPsi Man page Source code
JointTable Man page Source code
JointTableEst Man page Source code
MatrixToFactor Man page Source code
MovieRate Man page
MutualInfo Man page Source code
ParEst Man page Source code
SampleJointTable Man page Source code
SignTest Man page Source code
kIdentifier Man page Source code

Files

NAMESPACE
data
data/MovieRate.rda
R
R/SampleJointTable.R
R/Correlation.R
R/Imputation.R
R/MovieRate.R
R/ChiSquareTest.R
R/FactorToMatrix.R
R/kIdentifier.R
R/MatrixToFactor.R
R/SignTest.R
R/FisherTest.R
R/DBhattacharyya.R
R/MutualInfo.R
R/JointTableEst.R
R/GenerateData.R
R/JointTable.R
R/ParEst.R
R/Classification.R
R/InitialPsi.R
MD5
DESCRIPTION
man
man/DBhattacharyya.Rd
man/Classification.Rd
man/SignTest.Rd
man/Correlation.Rd
man/Imputation.Rd
man/SampleJointTable.Rd
man/kIdentifier.Rd
man/GenerateData.Rd
man/MatrixToFactor.Rd
man/MovieRate.Rd
man/ParEst.Rd
man/JointTable.Rd
man/JointTableEst.Rd
man/InitialPsi.Rd
man/ChiSquareTest.Rd
man/MutualInfo.Rd
man/FactorToMatrix.Rd
man/FisherTest.Rd
MMDai documentation built on May 19, 2017, 2:09 p.m.

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