Applied regression analysis and generalized linear models. (2008)

• Record Type: Book
• Other Titles: Applied regression analysis & generalized linear models
• Further Information: Note: John Fox.
• Other Names: Fox, John, 1947-
• Contents: Preface; 1 - Statistical Models and Social Science; I - DATA CRAFT; 2 - What is Regression Analysis?; 3 - Examining Data; 4 - Transforming Data; II - LINEAR MODELS AND LEAST SQUARES; 5 - Linear Least-Squares Regression; 6 - Statistical Inference for Regression; 7 - Dummy-Variable Regression; 8 - Analysis of Variance; 9 - Statistical Theory for Linear Models; 10 - The Vector Geometry of Linear Models; III - LINEAR-MODEL DIAGNOSTICS; 11 - Unusual and Influential Data; 12 - Diagnosing Non-Normality, Nonconstant Error Variance, and Nonlinearity; 13 - Collinearity and its Purported Remedies; IV - GENERALIZED LINEAR MODELS; 14 - Logit and Probit Models; 15 - Generalized Linear Models; V - EXTENDING LINEAR AND GENERALIZED LINEAR MODELS; 16 - Time-Series Regression; 17 - Nonlinear Regression; 18 - Nonparametric Regression; 19 - Robust Regression; 20 - Missing Data in Regression Models; 21 - Bootstrapping Regression Models; 22 - Model Selection, Averaging, and Validation; A Notation; References
• Edition: Second edition
• Publisher Details: Los Angeles : SAGE Publications, Inc
• Publication Date: 2008
• Extent: 1 online resource
• Subjects: 300.1519536; Regression analysis; Linear models (Statistics); Social sciences -- Statistical methods
• Languages: English
• ISBNs: 9781483352527; 1483352528
• 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.