The Proposal of Gamma Folded-Normal Distribution
نویسندگان
چکیده
Development of new flexible distributions for modeling non-negative measurements occuring in lifetime or reliability studies is a prominent research area Statistics. As being the most favoured positive definite form, Gamma distribution poses basis such improvements. It well known that transforming variable with another continuous random (X) creates Gamma-X family distributions. Following this principle, we here attempted to define X as Folded-Normal distributed which also so propose Named (GFN), our proposal generalization Half-Normal and contains more freely estimated parameters. This study evaluates some mathematical properties GFN moments illustrates estimation procedure unknown parameters through simulation study. A separate conducted compare performance Folded-Normal, Besides, practical importance illustrated by analyzing real world data set.
منابع مشابه
On the Folded Normal Distribution
The characteristic function of the folded normal distribution and its moment function are derived. The entropy of the folded normal distribution and the Kullback–Leibler from the normal and half normal distributions are approximated using Taylor series. The accuracy of the results are also assessed using different criteria. The maximum likelihood estimates and confidence intervals for the param...
متن کاملLinear regression, the normal distribution of error values or normal distribution of the dependent variable?
This article has no abstract.
متن کاملKullback-Leibler Divergence for the Normal-Gamma Distribution
We derive the Kullback-Leibler divergence for the normal-gamma distribution and show that it is identical to the Bayesian complexity penalty for the univariate general linear model with conjugate priors. Based on this finding, we provide two applications of the KL divergence, one in simulated and one in empirical data.
متن کاملcomparing log-normal and gamma distribution models for representation of soil particle-size distribution
abstract in recent years, many researchers have attempted to estimate the soil hydraulic functions (e.g. soil moisture characteristics curve, and hydraulic conductivity function) using particle-size distribution (psd) curve. in these studies, an accurate mathematical representation of psd is required for fitting the observed data. so far, some mathematical models were developed with different l...
متن کاملCharacterizations of folded student’s t distribution
A probability distribution can be characterized through various methods. In this paper, we have established some new characterizations of folded Student’s t distribution by truncated first moment, order statistics and upper record values. It is hoped that the results will be quite useful in the fields of probability, statistics, and other applied sciences.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Sinop Üniversitesi fen bilimleri dergisi
سال: 2022
ISSN: ['2536-4383', '2564-7873']
DOI: https://doi.org/10.33484/sinopfbd.1164454