
Generalized Linear Models and Extensions
$186.99
- Hardcover
266 pages
- Release Date
1 May 2025
Summary
Mastering Generalized Linear Models: A Comprehensive Guide
This book addresses the diverse needs of those using generalized linear models (GLMs), a rapidly growing field. Since their introduction in the early seventies, GLMs have revolutionized statistical data modeling, offering a flexible alternative to traditional linear models based on normality assumptions.
The audience for GLMs has expanded significantly, with applications emerging in numerous fields. Recognizing this,…
Book Details
ISBN-13: | 9789819647255 |
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ISBN-10: | 9819647258 |
Author: | M. Ataharul Islam, Soma Chowdhury Biswas |
Publisher: | Springer Nature Switzerland AG |
Imprint: | Springer Nature Switzerland AG |
Format: | Hardcover |
Number of Pages: | 266 |
Release Date: | 1 May 2025 |
Weight: | 0g |
Dimensions: | 235mm x 155mm |
About The Author
M. Ataharul Islam
M. Ataharul Islam was a QM Hussain Professor at the Institute of Statistical Research and Training, University of Dhaka, Bangladesh. He was a former Professor of Statistics at the University of Dhaka, University Sains Malaysia, King Saud University and the East West University of Dhaka, Bangladesh. He served as a visiting faculty at the University of Hawaii and University of Pennsylvania. He is a recipient of the Pauline Stitt Award, Western North American Region (WNAR) Biometric Society Award for content and writing, East West Center Honor Award, University Grants Commission Award for book and research, Ibrahim Gold Medal for research, etc. He has published more than 100 papers in international journals on various topics, extensively on longitudinal and repeated measures data, including multistate and multistage hazards models, statistical models for repeated measures data, Markov models with covariate dependence, generalized linear models, conditional and joint models for correlated outcomes. He has authored books on Foundations of Biostatistics, Analysis of Repeated Measures Data, Markov Models, and Reliability and Survival Analysis, and contributed chapters to several others.
Soma Chowdhury Biswas is currently a Professor at the Department of Statistics, University of Chittagong, Bangladesh. She did her graduation and Master of Science (M.Sc.) degrees in Statistics from University of Dhaka, Bangladesh and completed Graduate Diploma (G.D.) and Masters (M.A.) from Australian National University, Canberra, Australia and obtained her PhD from Jamal Nazrul Islam Research Center for Mathematical & Physical Sciences (JNRCMPS), University of Chittagong, Bangladesh. Her areas of interest are bio-statistics, inference, modeling Markov Chain & demography.
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