Components of Variance. (2002)

• Record Type: Book
• Further Information: Note: D.R. Cox, P.J. Solomon.
• Authors: Cox, D. R; Solomon, P. J
• Contents: Cover; Title Page; Copyright Page; Table of Contents; Preface; 1: Key models and concepts; 1.1 Preliminaries; 1.2 Some simple special models; 1.3 A distributional specification; 1.4 Two key concepts; 1.5 Objectives; 1.6 Bibliographic notes; 1.7 Further results and exercises; 2: One-way balanced case; 2.1 Analysis of variance; 2.2 Sonic more assumptions; 2.3 Synthesis of variance; 2.4 Finite population aspects; 2.5 Formulation; 2.6 Some more theory; 2.7 Bibliographic notes; 2.8 Computational/software notes; 2.9 Further results and exercises; 3: More general balanced arrangements 3.1 Preliminaries3.2 Components of covariance and regression; 3.3 Time as a factor; 3.4 Bayesian considerations; 3.5 Measurement error in regression; 3.6 Heterogeneous variability; 3.7 Design issues; 3.8 Bibliographic notes; 3.9 Computational/software notes; 3.10 Further results and exercises; 4: Unbalanced situations; 4.1 Introduction; 4.2 One-way classification; 4.3 A more general formulation; 4.4 A special case; 4.5 Synthesis of studies; 4.6 Maximum likelihood and REML; 4.7 A different approach; 4.8 Bibliographic notes; 4.9 Computational/software notes; 4.10 Further results and exercises 5: Nonnormal problems5.1 Preliminaries; 5.2 Poisson distribution; 5.3 Binomial distribution; 5.4 Survival data; 5.5 Some extensions; 5.6 A more general formulation; 5.7 Generalized linear mixed model; 5.8 Development of analysis; 5.9 An outline example; 5.10 Bibliographic notes; 5.11 Computational/software notes; 5.12 Further results and exercises; 6 Model extensions and criticism; 6.1 Introduction; 6.2 Modifications of structure; 6.3 Outliers; 6.4 Robust estimation of an internal variance; 6.5 Model assessment: predicting exceedances; 6.6 Analysis of variability within small groups 6.7 Analysis by model elaboration: a nonlinear form6.8 Analysis by model elaboration: transformation; 6.9 Nonparametric estimation of distributional form; 6.10 Bibliographic notes; 6.11 Further results and exercises; Appendix; A.1 Fitting separate logistic regressions to the ANZICS data; References; Author index; Subject index
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2002
• Extent: 1 online resource
• Subjects: 519.5/38; Psychology -- Methodology; Psychology -- Statistics; Mathematical statistics; Biology -- Statistics; Quantitative research; Biology; Mathematical statistics; Psychology; Psychology -- Methodology; Quantitative research; Electronic books; Statistics
• Languages: English
• ISBNs: 9781482285949; 1482285940
• 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.