Multilevel Analysis: Techniques and Applications, Second EditionRoutledge, 13 sep 2010 - 392 pagina's This practical introduction helps readers apply multilevel techniques to their research. Noted as an accessible introduction, the book also includes advanced extensions, making it useful as both an introduction and as a reference to students, researchers, and methodologists. Basic models and examples are discussed in non-technical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines. For example, readers will find data sets on stress in hospitals, GPA scores, survey responses, street safety, epilepsy, divorce, and sociometric scores, to name a few. The data sets are available on the website in SPSS, HLM, MLwiN, LISREL and/or Mplus files. Readers are introduced to both the multilevel regression model and multilevel structural models. Highlights of the second edition include:
Ideal for introductory courses on multilevel modeling and/or ones that introduce this topic in some detail taught in a variety of disciplines including: psychology, education, sociology, the health sciences, and business. The advanced extensions also make this a favorite resource for researchers and methodologists in these disciplines. A basic understanding of ANOVA and multiple regression is assumed. The section on multilevel structural equation models assumes a basic understanding of SEM. |
Vanuit het boek
Resultaten 1-5 van 84
... Fixed and varying occasions 80 5.2 Example with fixed occasions 81 5.3 Example with varying occasions 93 5.4 Advantages of multilevel analysis for longitudinal data 98 5.5.
De content van deze pagina is beperkt.
De content van deze pagina is beperkt.
De content van deze pagina is beperkt.
De content van deze pagina is beperkt.
Inhoudsopgave
Preface | xiii |
The Multilevel Generalized Linear Model for Dichotomous Data | cx |
variances 133 | cxxxiv |
The Multilevel Generalized Linear Model for Categorical and Count | cxliv |
Multilevel Survival Analysis 159 | clxvii |
CrossClassified Multilevel Models 171 | clxxv |
Multivariate Multilevel Regression Models 188 | cxciii |
characteristics 197 | ccii |
Multilevel Factor Models 288 | 13-16 |
modeling 305 | 13-33 |
Estimation and Hypothesis Testing in Multilevel Regression | 13-40 |
Multilevel Path Models 312 | 13-42 |
Some Important Methodological and Statistical Issues | 13-54 |
Appendix 323 | 13-57 |
References 337 | 13-71 |
Analyzing Longitudinal Data | 13-79 |
The Multilevel Approach to MetaAnalysis 205 | ccxi |
Appendix 230 | ccxxxii |
Sample Sizes and Power Analysis in Multilevel Regression 233 | ccxxxviii |
Advanced Issues in Estimation and Testing 257 | cclxvi |
The Basic TwoLevel Regression Model | 13-11 |
Data and Stories 352 | 13 |
Aggregating and Disaggregating 360 | 23 |
Constructing Orthogonal Polynomials 366 | 31 |
46 | |
Overige edities - Alles bekijken
Multilevel Analysis: Techniques and Applications, Second Edition Joop J. Hox,Mirjam Moerbeek,Rens van de Schoot Gedeeltelijke weergave - 2010 |