Analysis of correlated data with SAS and R. (2014)

• Record Type: Book
• Uniform Title: Statistical methods for correlated data with applications to the health sciences
• Further Information: Note: Mohamed M. Shoukri and Mohammad A. Chaudhary.
• Authors: Shoukri, M. M (Mohamed M.); Chaudhary, Mohammad A
• Contents: PREFACE TO THE FIRST EDITION; PREFACE TO THE SECOND EDITION; PREFACE TO THE THIRD EDITION; ; ANALYZING CLUSTERED DATA; Regression Analysis for Clustered Data; Generalized Linear Models; Fitting Alternative Models for Clustered Data; ; ANALYSIS OF CROSS-CLASSIFIED DATA; Measures of Association in 2 × 2 Tables; Analysis of Several 2 × 2 Contingency Tables; Analysis of 1:1 Matched Pairs; Statistical Analysis of Clustered Binary Data; Sample Size Requirements for Clustered Binary Data; Discussion; ; MODELING BINARY OUTCOME DATA; The Logistic Regression Model; Modeling Correlated Binary Outcome Data; Logistic Regression for Case-Control Studies; Sample-Size Calculations for Logistic Regression; ; ANALYSIS OF CLUSTERED COUNT DATA; Poisson Regression; Model Inference and Goodness of Fit; Over-Dispersion in Count Data; Count Data Random Effects Models; Other Models; ; ANALYSIS OF TIME SERIES; Simple Descriptive Methods; Fundamental Concepts in the Analysis of Time Series; Models for Stationary Time Series; ARIMA Models; Forecasting; Modeling Seasonality with ARIMA: The Condemnation Rates Series Revisited; ; REPEATED MEASURES AND LONGITUDINAL DATA ANALYSIS; Methods for the Analysis of Repeated Measures Data; Mixed Linear Regression Models; Examples Using the SAS Mixed and GLIMMIX Procedures; ; SURVIVAL DATA ANALYSIS; Examples; Estimating the Survival Probabilities; Modeling Correlated Survival Data; Sample Size Requirements for Survival Data; ; REFERENCES; ; INDEX; ; Introductions appear at the beginning of each chapter.
• Edition: 3rd edition
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource, illustrations
• Subjects: 614.4072; Epidemiology -- Statistical methods
• Languages: English
• ISBNs: 9781420011258
• Notes: Note: Description based on CIP data; resource not viewed.
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