G Families of Probability Distributions: Theory and Practices
By: and and and
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- Synopsis
- 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.
- Copyright:
- 2023
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 358 Pages
- ISBN-13:
- 9781000860412
- Related ISBNs:
- 9781000860351, 9781003232193, 9781032140650
- Publisher:
- CRC Press
- Date of Addition:
- 04/15/24
- Copyrighted By:
- Mir Masoom Ali, Irfan Ali, Haitham M. Yousof and Mohamed Ibrahim. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Science, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Mir Masoom Ali
- Edited by:
- Irfan Ali
- Edited by:
- Haitham M. Yousof
- Edited by:
- Mohamed Ibrahim Mohamed Ahmed
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- by Mir Masoom Ali
- by Irfan Ali
- by Haitham M. Yousof
- by Mohamed Ibrahim
- in Nonfiction
- in Science
- in Mathematics and Statistics