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Inference for a truncated positive normal distribution

Inference for a truncated positive normal distribution
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摘要 The main object of this paper is to study an extension of the half normal distribution defined by adding a positive truncation to it. The new model is more flexible than the half-normal distribution and contains the half normal distribution as a special case. Properties of this distribution, such as moments, hazard function and entropy are studied and parameters estimation is dealt with by using inoinents and inaxiinuin likelihood. A real data application indicates good fit performance of the new model when compared to other competitors in litera- tures. The main object of this paper is to study an extension of the half normal distribution defined by adding a positive truncation to it. The new model is more flexible than the half-normal distribution and contains the half normal distribution as a special case. Properties of this distribution, such as moments, hazard function and entropy are studied and parameters estimation is dealt with by using inoinents and inaxiinuin likelihood. A real data application indicates good fit performance of the new model when compared to other competitors in litera- tures.
出处 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2018年第2期163-176,共14页 高校应用数学学报(英文版)(B辑)
基金 supported by SEMILLERO-UA2014(Chile) supported by CNPq and Fapesp(Brasil)
关键词 half-normal distribution maximum likelihood TRUNCATION half-normal distribution maximum likelihood truncation
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