Multilevel analysis: techniques and applications

By: Hox, Joop J
Contributor(s): Moerbeek, Mirjam | Schoot, Rens van de
Material type: TextTextSeries: Quantitative Methodology SeriesPublisher: New York Routledge 2017Edition: 3rdDescription: xv, 347 p.ISBN: 9781138121362Subject(s): Analysis of variance | Social sciences - Statistical methods | Regression analysis | Multilevel models (Statistics) | Research - MethodologyDDC classification: 001.422 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. https://www.routledge.com/Multilevel-Analysis-Techniques-and-Applications-Third-Edition-3rd-Edition/Hox-Moerbeek-van-de-Schoot/p/book/9781138121362
Tags from this library: No tags from this library for this title. Log in to add tags.
    Average rating: 0.0 (0 votes)
Item type Current location Collection Call number Status Date due Barcode
Books Vikram Sarabhai Library
General Stacks
Non-fiction 001.422 H6M8 (Browse shelf) Available 196120

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.


https://www.routledge.com/Multilevel-Analysis-Techniques-and-Applications-Third-Edition-3rd-Edition/Hox-Moerbeek-van-de-Schoot/p/book/9781138121362

There are no comments for this item.

to post a comment.

Powered by Koha