Identify Zero-Inflated Distributions

Computes bootstrapped Monte Carlo estimate of p value of Kolmogorov-Smirnov (KS) test and likelihood ratio test for zero-inflated count data, based on the work of Aldirawi et al. (2019) . With the package, user can also find tools to simulate random deviates from zero inflated or hurdle models and obtain maximum likelihood estimate of unknown parameters in these models.


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install.packages("iZID")

0.0.1 by Lei Wang, a year ago


Browse source code at https://github.com/cran/iZID


Authors: Lei Wang [aut, cre, cph] , Hani Aldirawi [aut, cph] , Jie Yang [aut, cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports extraDistr, methods, rootSolve, foreach, doParallel, stats


See at CRAN