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Bayesian Analysis of Generalized Gamma Distribution using R Software |
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PP: 323-335 |
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Author(s) |
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Kaisar Ahmad,
S. P. Ahmad,
A. Ahmed,
J. A. Reshi,
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Abstract |
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| In this paper, some structural properties of Generalized Gamma Distribution (GGD) have been established. Bayesian method
of estimation has been employed to estimate the parameters of GGD using Jeffrey’s and extension of Jeffrey’s priors under four different
loss functions. The estimator thus obtained was compared with classical Maximum Likelihood Estimator using MSE through simulation
studies with varying sample sizes using R codes. The expression for survival function has also been established under Jeffrey’s and
extension of Jeffrey’s prior. |
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