Publicação: THE COMPOSED ZERO TRUNCATED LINDLEY-POISSON DISTRIBUTION
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Sociedade Brasileira de Pesquisa Operacional
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ABSTRACT In this paper, a new compounding distribution, named zero truncated Lindley-Poisson distribution is introduced. The probability density function, cumulative distribution function, survival function, failure rate function and quantiles expressions of it are provided. The parameters estimatives were obtained by six methods: maximum likelihood (MLE), ordinary least-squares (OLS), weighted least-squares (WLS), maximum product of spacings (MPS), Crame´r-von-Mises (CM) and Anderson-Darling (AD), and intensive simulation studies are conducted to evaluate the performance of parameter estimation. Some generalizations are also proposed. Application in a real data set is given and shows that the composed zero truncated Lindley-Poisson distribution provides better fit than the Lindley distribution and three of its generalizations. The paper is motivated by application in real data set and we hope this model may be able to attract wider applicability in survival and reliability.
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compounding, estimation methods, Lindley distribution, survival analysis, zero truncated Poisson distribution
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Inglês
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Pesquisa Operacional. Sociedade Brasileira de Pesquisa Operacional, v. 36, n. 3, p. 547-574, 2016.
