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Yapay Zeka Hızlı Bakış & Çıkarımlar
AI Insight⚡ TL;DR(1 Cümlede Hızlı Çıkarım)
We illustrate the proposed model with two real applications and it shows that the new distribution is appropriate for lifetime analyses.
📌 3 Maddede Bu Makale
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Amaç & Hipotez:In this paper, we introduce a new compounding distribution, named the Lindley-Poisson distribution.
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Temel Bulgular & Veri:Asymptotic properties of the MLEs are discussed and simulation studies are performed to assess the performance of parameter estimation.
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Sonuç & Katkı:We illustrate the proposed model with two real applications and it shows that the new distribution is appropriate for lifetime analyses.
🔬Tür:Modelleme & Sayısal Simülasyon
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Lindley distribution · Poisson distribution · Hazard function
Abstract
In this paper, we introduce a new compounding distribution, named the Lindley-Poisson distribution. We investigate its characterization and statistical properties. The maximum likelihood inference using EM algorithm is developed. Asymptotic properties of the MLEs are discussed and simulation studies are performed to assess the performance of parameter estimation. We illustrate the proposed model with two real applications and it shows that the new distribution is appropriate for lifetime analyses.
Anahtar kelimeler
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Bu Makaleye Atıf Yap
GUİ, W., ZHANG, S., LU, X. (2014). The Lindley-Poisson distribution in lifetime analysis and its properties. Hacettepe Journal of Mathematics and Statistics, Cilt: 43 - Sayı: 6, 1063–1077. https://ajindex.com/articles/669536