Multilevel statistical models /

• Main Author: Goldstein, Harvey, 1939-
• Format: eBook
• Language: English
• Published: Hoboken, N.J. : Wiley, 2011.
• Edition: 4th ed.
• Series: Wiley series in probability and statistics.
• Subjects: Social sciences > Mathematical models.; Social sciences > Research > Methodology.; Educational tests and measurements > Mathematical models.; Social Science.; Mathematics.; MATHEMATICS > Probability & Statistics > General.; Multiniveau-analyse.; Electronic books.
• Online Access: View fulltext via EzAccess

This book provides a clear introduction to this important area of statistics. The author provides a wide of coverage of different kinds of multilevel models, and how to interpret different statistical methodologies and algorithms applied to such models. This 4th edition reflects the growth and inter...

Table of Contents:

• Front Matter
• An Introduction to Multilevel Models
• The 2-level Model
• 3-level Models and more Complex Hierarchical Structures
• Multilevel Models for Discrete Response Data
• Models for Repeated Measures Data
• Multivariate Multilevel Data
• Latent Normal Models for Multivariate Data
• Multilevel Factor Analysis, Structural Equation and Mixture Models
• Nonlinear Multilevel Models
• Multilevel Modelling in Sample Surveys
• Multilevel Event History and Survival Models
• Cross-Classified Data Structures
• Multiple Membership Models
• Measurement Errors in Multilevel Models
• Smoothing Models for Multilevel Data
• Missing Data, Partially Observed Data and Multiple Imputation
• Multilevel Models with Correlated Random Effects
• Software for Multilevel Modelling.