株式会社極東書店トップ ＞ 商品一覧 ＞ Handbook of Multilevel Analysis. 1st ed. Softcover of orig. ed. 2008.
商品詳細
Handbook of Multilevel Analysis. 1st ed. Softcover of orig. ed. 2008.
・ISBN 978-1-4419-2512-1 paper EUR 109.99
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| 著者・編者 | Deleeuw, Jan / Meijer, Erik (eds.), |
|---|---|
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2010 |
| ページ数 | 494 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-21383＞ |
解説
Multilevel analysis is the statistical analysis of hierarchically and non-hierarchically nested data. The simplest example is clustered data, such as a sample of students clustered within schools. Multilevel data are especially prevalent in the social and behavioral sciences and in the bio-medical sciences. The models used for this type of data are linear and nonlinear regression models that account for observed and unobserved heterogeneity at the various levels in the data.
This book presents the state of the art in multilevel analysis, with an emphasis on more advanced topics. These topics are discussed conceptually, analyzed mathematically, and illustrated by empirical examples. The authors of the chapters are the leading experts in the field.
Given the omnipresence of multilevel data in the social, behavioral, and biomedical sciences, this book is useful for empirical researchers in these fields. Prior knowledge of multilevel analysis is not required, but a basic knowledge of regression analysis, (asymptotic) statistics, and matrix algebra is assumed.