Applied Categorical and Count Data Analysis, 2nd EditionКНИГИ » НАУКА И УЧЕБА
Название: Applied Categorical and Count Data Analysis, 2nd Edition Автор: Wan Tang, Hua He, Xin M. Tu Издательство: CRC Press Год: 2023 Страниц: 395 Язык: английский Формат: pdf (true), epub Размер: 10.1 MB
Developed from the authors' graduate-level biostatistics course, Applied Categorical and Count Data Analysis, Second Edition explains how to perform the statistical analysis of discrete data, including categorical and count outcomes. The authors have been teaching categorical data analysis courses at the University of Rochester and Tulane University for more than a decade. This book embodies their decade-long experience and insight in teaching and applying statistical models for categorical and count data. The authors describe the basic ideas underlying each concept, model, and approach to give readers a good grasp of the fundamentals of the methodology without relying on rigorous mathematical arguments. The second edition covers classic concepts and popular topics, such as contingency tables, logistic regression models, and Poisson regression models, along with modern areas that include models for zero-modified count outcomes, parametric and semiparametric longitudinal data analysis, reliability analysis, and methods for dealing with missing values. As in the first edition, R, SAS, SPSS, and Stata programming codes are provided for all the examples, enabling readers to immediately experiment with the data in the examples and even adapt or extend the codes to fit data from their own studies.
Designed for a one-semester course for graduate and senior undergraduate students in biostatistics, this self-contained text is also suitable as a self-learning guide for biomedical and psychosocial researchers. It will help readers analyze data with discrete variables in a wide range of biomedical and psychosocial research fields.
Features: - Describes the basic ideas underlying each concept and model. - Includes R, SAS, SPSS and Stata programming codes for all the examples. - Features significantly expanded Chapters 4, 5, and 8 (Chapters 4-6, and 9 in the second edition. - Expands discussion for subtle issues in longitudinal and clustered data analysis such as time varying covariates and comparison of generalized linear mixed-effect models with GEE.
Скачать Applied Categorical and Count Data Analysis, 2nd Edition
A Course in Categorical Data Analysis Название: A Course in Categorical Data Analysis Автор: Thomas Leonard Издательство: CRCPress Год: 2000 Страниц: 204 Размер: 88,32 МБ Формат: PDF...
Discrete Data Analysis with R Название: Discrete Data Analysis with R Автор: Michael Friendly and David Meyer Издательство: CRC Press Год: 2015 Формат: PDF Размер: 177 Мб Язык:...
Categorical Data Analysis Using SAS, 3d Edition Название: Categorical Data Analysis Using SAS, 3rd Edition Автор: Maura E. Stokes (et al.) Издательство: SAS Institute Год: 2012 ISBN: 1607646641;...
Навигация
Вход на сайт
Реклама
Applied Categorical and Count Data Analysis, 2nd Edition 
Название: Applied Categorical and Count Data Analysis, 2nd Edition
