Characterization of the Zero Inflated Generalized Poisson (ZIGP) Fisher Information Matrix and Estimation of the ZIGP Model for Data with Missing Values

ABSTRACT Count data commonly arise in studies concerning various disciplines. The most common model used to analyze count data is the Poisson distribution. However, many datasets do not conform to the assumption of equidispersion under this model. Heterogeneity in terms of zero inflation and over...

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Bibliographic Details

Main Author:	Manapat, George Ringo S. (Author)
Resource Type:	Book
Language:	English
Published:	Quezon City University of the Philippines c2023
Subjects:	Count Data. Missing Data. Zero Inflation. Overdispersion. Fisher Information Matrix. Stochastic Expectation-Maximization Algorithm.