Practical Longitudinal Data Analysis

ISBN-13: 9780412599408 / Angielski / Twarda / 1996 / 232 str.

David Hand; Martin J. Crowder; Hand J. Hand

Opis

Regression-based approaches to analyzing longitudinal and repeated measures data are described in this text. Its particular features are that it emphasizes statistical rather than probabilistic models, that it demonstrates the practical application through more extensive examples, all using real data, and that it gives a detailed discussion of the relationships between the different approaches.

Spis treści

Introduction. Normal Error Distributions: Multivariate Analysis of Variance. Univariate Analysis of Variance. Regression Methods. Random Effects Models. Covariance Structures. Non-normal Error Distributions: Continuous Non-Normal Measures. Gaussian Estimation. Nonlinear Models. Generalized Linear Models and Maximum Quasi-Likelihood Estimation. Binary and Categorical Measures. Comparisons of Methods. Data Appendices. References.

O autorze

David J. Hand