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Abstract This paper investigates properties of the maximum-likelihood estimator (MLE) in the zero-inflated Poisson regression model with randomly right-censored counts. Consistency and asymptotic normality of the MLE are rigorously established.… Click to show full abstract
Abstract This paper investigates properties of the maximum-likelihood estimator (MLE) in the zero-inflated Poisson regression model with randomly right-censored counts. Consistency and asymptotic normality of the MLE are rigorously established. A thorough simulation study is conducted to assess the finite-sample behavior of the MLE.
Keywords:
asymptotic results;
zero inflated;
results censored;
poisson regression;
inflated poisson
Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2019
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Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2019
Link to full text (if available)
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recommendations!