Applied categorical and count data analysis. (2012)

• Record Type: Book
• Further Information: Note: Wan Tang, Hua He, Xin M. Tu.
• Other Names: Tang, Wan; He, Hua; Tu, Xin M
• Contents: Introduction; Discrete Outcomes; Data Source; Outline of the Book; Review of Key Statistical Results; Software Contingency Tables; Inference for One-Way Frequency Table; Inference for 2 x 2 Table; Inference for 2 x r Tables; Inference for s x r Table; Measures of Association Sets of Contingency Tables; Confounding Effects; Sets of 2 x 2 Tables; Sets of s x r Tables Regression Models for Categorical Response; Logistic Regression for Binary Response; Inference about Model Parameters; Goodness of Fit; Generalized Linear Models; Regression Models for Polytomous Response Regression Models for Count Response; Poisson Regression Model for Count Response; Goodness of Fit; Overdispersion; Parametric Models for Clustered Count Response Loglinear Models for Contingency Tables; Analysis of Loglinear Models; Two-Way Contingency Tables; Three-Way Contingency Tables; Irregular Tables; Model Selection Analyses of Discrete Survival Time; Special Features of Survival Data; Life Table Methods; Regression Models Longitudinal Data Analysis; Data Preparation and Exploration; Marginal Models; Generalized Linear Mixed-Effects Model; Model Diagnostics Evaluation of Instruments; Diagnostic-ability; Criterion Validity; Internal Reliability; Test-Retest Reliability Analysis of Incomplete Data; Incomplete Data and Associated Impact; Missing Data Mechanism; Methods for Incomplete Data; Applications References Index Exercises appear at the end of each chapter.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2012
• Extent: 1 online resource (xx, 363 pages), illustrations
• Subjects: 519.5/3; Regression analysis; Categories (Mathematics); Categories (Mathematics); Regression analysis; Electronic books
• Languages: English
• ISBNs: 9781439897935
• Related ISBNs: 143989793X
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.