Applied Longitudinal Analysis (Wiley Series in Probability & Stats) 2nd Ed - HC

Applied Longitudinal Analysis (Wiley Series in Probability & Statistics)Garrett M. Fitmaurice, Nan M. Laird, James H. Ware2nd EdPublished by John Wiley & Sons, Inc in 2011HC
Good Condition! Clean, clear, solid, square, tightly bound book. Slight damage to front cover on lower right corner and back cover upper left corner. Excellent condition otherwise. See pics.
Table of ContentsPreface xviiPreface to First Edition xxiAcknowledgments xxv
Part I. Introduction to Longitudinal and Clustered Data1. Longitudinal and Clustered Data 12. Longitudinal Data. Basic Concepts 19
Part II. Linear Models for Longitudinal Continuous Data3. Overview of Linear Models for Longitudinal Data 494. Estimation and Statistical Inference 895. Modelling the Mean: Analyzing Response Profiles 1056. Modelling the Mean: Parametric Curves 1437. Modelling the Covariance 1658. Linear Mixed Effect Models 1899. Fixed Effects versus Random Effects Models 24110. Residual Analyses and Diagnostics 265
Part III. Generalized Linear Models for Longitudinal Data11. Review of Generalized Linear Models 29112. Marginal Models: Introduction and Overview 34113. Marginal Models: Generalized Estimating Equations (GEE) 35314. Generalized Linear Mixed Effects Models 39515. Generalized Linear Mixed Effects Models: Approximate Methods of Estimation 44116. Contrasting Marginal and Mixed Effects Models 473
Part IV. Missing Data and Dropout17. Missing Data and Dropout: Overview of Concepts and Methods 48918. Missing Data and Dropout: Multiple Imputation and Weighting Methods 515
Part V. Advanced Topics for Longitudinal and Clustered Data19. Smoothing Longitudinal Data: Semiparametric Regression Models 55320. Sample Size and Power 58121. Repeated Measures and Related Designs 61122. Multilevel Models 627
Appendix A. Gentle Introduction to Vectors and Matrices 655Appendix B. Properties of Expectations and Variance 665Appendix C. Critical Points for a 50:50 Mixture of Chi-Squared Distributions 669References 671Index 695
701 pp
Dimensions: 6.3 x 9.3 x 1.5Weight: 2.4 lbsAW