Applied Mathematics

Volume 3, Issue 6 (June 2012)

ISSN Print: 2152-7385   ISSN Online: 2152-7393

Google-based Impact Factor: 0.58  Citations  

Asymptotic Comparison of Method of Moments Estimators and Maximum Likelihood Estimators of Parameters in Zero-Inflated Poisson Model

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DOI: 10.4236/am.2012.36095    6,095 Downloads   10,345 Views  Citations

ABSTRACT

This paper discusses the estimation of parameters in the zero-inflated Poisson (ZIP) model by the method of moments. The method of moments estimators (MMEs) are analytically compared with the maximum likelihood estimators (MLEs). The results of a modest simulation study are presented.

Share and Cite:

G. Nanjundan and T. Naika, "Asymptotic Comparison of Method of Moments Estimators and Maximum Likelihood Estimators of Parameters in Zero-Inflated Poisson Model," Applied Mathematics, Vol. 3 No. 6, 2012, pp. 610-616. doi: 10.4236/am.2012.36095.

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