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ZIPFA (version 0.8.1)

Zero Inflated Poisson Factor Analysis

Description

Estimation methods for zero-inflated Poisson factor analysis (ZIPFA) on sparse data. It provides estimates of coefficients in a new type of zero-inflated regression. It provides a cross-validation method to determine the potential rank of the data in the ZIPFA and conducts zero-inflated Poisson factor analysis based on the determined rank.

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Version

Install

install.packages('ZIPFA')

Monthly Downloads

123

Version

0.8.1

License

GPL (>= 2)

Maintainer

Tianchen Xu

Last Published

March 31st, 2020

Functions in ZIPFA (0.8.1)

X

A simulated data X.
cv_ZIPFA

Cross validation for Zero Inflated Poisson factor analysis
ZIPFA

Zero Inflated Poisson factor analysis
EMzeropoisson_mat

Zero Inflated Possion Regression