G Families of Probability Distributions is popular PDF and ePub book, written by Mir Masoom Ali in 2023-03-31, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, G Families of Probability Distributions can be Read Online from any device for your convenience.
G Families of Probability Distributions Book PDF Summary
Statistical distributions are essential tools to model the characteristics of datasets, such as right or left skewness, bi-modality or multi-modality observed in different applied sciences, such as engineering, medicine, and finance. The well-known distributions like normal, Weibull, gamma and Lindley are extensively used because of their simple forms and identifiability properties. In the last decade, researchers have focused on the more complex and flexible distributions, referred to as Generalized or simply G families of probability distributions, to increase the modelling capability of these distributions by adding one or more shape parameters. The main aim of this edited book is to present new contributions by researchers in the field of G families of probability distributions. The book will help researchers to: Develop new univariate continuous and discrete G families of probability distributions. Develop new bivariate continuous and discrete G families of probability distributions. Derive beneficial mathematical properties such as ordinary and incomplete moments, moment generating functions, residual life and reversed residual life functions, order statistics, quantile spread ordering and entropies, and some bivariate and multivariate extensions of the new and existing models using a simple-type copula.
Detail Book of G Families of Probability Distributions PDF
- Author : Mir Masoom Ali
- Release : 31 March 2023
- Publisher : CRC Press
- ISBN : 9781000860351
- Genre : Mathematics
- Total Page : 365 pages
- Language : English
- PDF File Size : 21,9 Mb
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