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Gamma-Generalized Inverse Gaussian Class of Distributions

Gamma-Generalized Inverse Gaussian Class of Distributions
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摘要 Gamma distribution nests exponential, chi-squared and Erlang distributions;while generalized Inverse Gaussian distribution nests quite a number of distributions. The aim of this paper is to construct a gamma mixture using Generalized inverse Gaussian mixing distribution. The </span><i><span style="font-family:Verdana;">rth</span></i><span style="font-family:Verdana;"> moment of the mixture is obtained via the </span><i><span style="font-family:Verdana;">rth</span></i><span style="font-family:Verdana;"> moment of the mixing distribution. Special cases and limiting cases of the mixture are deduced. Gamma distribution nests exponential, chi-squared and Erlang distributions;while generalized Inverse Gaussian distribution nests quite a number of distributions. The aim of this paper is to construct a gamma mixture using Generalized inverse Gaussian mixing distribution. The </span><i><span style="font-family:Verdana;">rth</span></i><span style="font-family:Verdana;"> moment of the mixture is obtained via the </span><i><span style="font-family:Verdana;">rth</span></i><span style="font-family:Verdana;"> moment of the mixing distribution. Special cases and limiting cases of the mixture are deduced.
作者 Richard L. K. Tinega Joash M. Kerongo Joseph A. M. Ottieno Richard L. K. Tinega;Joash M. Kerongo;Joseph A. M. Ottieno(Kisii University, Kisii, Kenya)
机构地区 Kisii University
出处 《Open Journal of Statistics》 2021年第6期1026-1043,共18页 统计学期刊(英文)
关键词 GIG MIXTURE Special Cases Limiting Cases GAMMA Mixing Distribution GIG Mixture Special Cases Limiting Cases Gamma Mixing Distribution
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