Description: Longitudinal Categorical Data Analysis Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Author(s): Brajendra C. Sutradhar Format: Hardback Publisher: Springer-Verlag New York Inc., United States Imprint: Springer-Verlag New York Inc. ISBN-13: 9781493921362, 978-1493921362 Synopsis This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses. This book is a natural generalization of the longitudinal binary data analysis to the multinomial data setup with more than two categories. Thus, unlike the existing books on cross-sectional categorical data analysis using log linear models, this book uses multinomial probability models both in cross-sectional and longitudinal setups. A theoretical foundation is provided for the analysis of univariate multinomial responses, by developing models systematically for the cases with no covariates as well as categorical covariates, both in cross-sectional and longitudinal setups. In the longitudinal setup, both stationary and non-stationary covariates are considered. These models have also been extended to the bivariate multinomial setup along with suitable covariates. For the inferences, the book uses the generalized quasi-likelihood as well as the exact likelihood [url] book is technically rigorous, and, it also presents illustrations of the statistical analysis of various real life data involving univariate multinomial responses both in cross-sectional and longitudinal setups. This book is written mainly for the graduate students and researchers in statistics and social sciences, among other applied statistics research areas. However, the rest of the book, specifically the chapters from 1 to 3, may also be used for a senior undergraduate course in statistics.
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Book Title: Longitudinal Categorical Data Analysis
Number of Pages: 369 Pages
Language: English
Publication Name: Longitudinal Categorical Data Analysis
Publisher: Springer-Verlag New York Inc.
Publication Year: 2014
Subject: Mathematics, Healthcare System
Item Height: 235 mm
Item Weight: 7037 g
Type: Textbook
Author: Brajendra C. Sutradhar
Subject Area: Social Research
Series: Springer Series in Statistics
Item Width: 155 mm
Format: Hardcover
