Bibliograph

Multilevel analysis, techniques and applications, Joop J. Hox, Mirjam Moerbeek, Rens van de Schoot

Type

Label

Multilevel analysis, techniques and applications, Joop J. Hox, Mirjam Moerbeek, Rens van de Schoot

Language

eng

Bibliography note

Includes bibliographical references and index

Illustrations

illustrations

Index

index present

Literary Form

non fiction

Main title

Multilevel analysis

Nature of contents

bibliography

Oclc number

982653324

Responsibility statement

Joop J. Hox, Mirjam Moerbeek, Rens van de Schoot

Series statement

Quantitative methodology series

Sub title

techniques and applications

Summary

Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in nontechnical 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 including psychology, education, public health, and sociology. Readers are introduced to a general framework on multilevel modeling which covers both observed and latent variables in the same model, while most other books focus on observed variables. In addition, Bayesian estimation is introduced and applied using accessible software.--, Provided by Publisher

Contributor

Creator