Multilevel statistical models
著者
書誌事項
Multilevel statistical models
（Kendall's library of statistics, 3）
Arnold, c1995 , Wiley
2nd ed
- : uk
- : us
- タイトル別名
-
Multilevel Models in Educational and Social Research
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注記
"First published in Great Britain 1987 as Multilevel Models in Educational and Social Research"--t.p. verso
References: p. [165]-170
Includes indexes
内容説明・目次
内容説明
This text describes techniques developed in the early 1990s which introduce a more systematic approach to the statistical modelling and analysis of hierarchically structured data. The book discusses, and expands on, the core set of established techniques, experience and software packages, which are becoming more commonly used in areas such as education, epidemiology, geography, child growth and household surveys. The second edition aims to integrate existing methodological developments, within a consistent terminology and notation, and avoids undue statistical complexity. Methodological derivations are provided in the appendices and examples and diagrams are used to illustrate the applications of techniques. It explains a number of new developments, especially in the areas of discrete response data, time series models, random cross classifications, errors of measurement, missing data and nonlinear models. This book is suitable for postgraduate courses and as a general reference tool and as such is extensively referenced.
目次
- The basic linear multilevel model and its estimation
- extensions to the basic multilevel model
- the multivariate multilevel model
- nonlinear multilevel models
- models for repeated measures data
- multilevel models for discrete response data
- multilevel cross classifications
- multilevel event history models
- multilevel models with measurement errors
- software for multilevel modelling
- missing data and multilevel structural equation models.
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