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Multilevel Analysis : Techniques and Applications. 3rd ed. 多次元分析－技法と応用 第3版
・ISBN 978-1-138-12140-9 hard GB£ 175.00
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・ISBN 978-1-138-12136-2 paper GB£ 60.99
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| 著者・編者 | Hox, Joop J. / Moerbeek, M. / van de Schoot, R., |
|---|---|
| シリーズ | Quantitative Methodology Series |
| 出版社 | (Routledge, UK) |
| 出版年月 | 2018 |
| ページ数 | 448 pp. |
| 言語 | ENG |
| ニュース番号 | ＜636-35 636-373＞ |
解説
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.