Multivariate Multinomial Distribution Approximation and Imputation for Incomplete Data


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Documentation for package ‘MMDai’ version 1.2.0

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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 esitmate joint distribution table based on theta and psi
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