Statistics in education
著者
書誌事項
Statistics in education
（Arnold applications of statistics series）
Arnold , John Wiley & Sons, c1997
- :
- : Wiley
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注記
Includes bibliographical references (p. [155]-158) and indexes
内容説明・目次
- 巻冊次
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: ISBN 9780340646281
内容説明
Written at an intermediate level, this book will appeal to researchers in education who have had an introduction to statistical ideas and who are interested in applying up-to-date statistical methods to their own data. The emphasis is on methods of particular relevance to educational research. Hence, there is a focus on methods which recognize that educational data are often 'hierarchical' or 'multilevel', often 'longitudinal', usually 'observational' rather than 'experimental', often 'categorical' and usually having no fixed scale. This book is based on a modelling approach to statistical analysis but does not go into a lot of technical detail. Instead, the material is introduced through the use of examples based on real data. The data sets are made available for further analysis on disk and there are student exercises at the end of each chapter.
目次
- Simple and multiple regression techniques
- multilevel techniques
- growth curve models
- extracting information from tables of counts
- generalised linear models and analysis of categorical data
- education as a career - event history analysis
- problems posed by measurement error, observational data and causal modelling.
- 巻冊次
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: Wiley ISBN 9780471194873
内容説明
This intermediate level book is for researchers in education who have had an introduction to statistical ideas and want to apply statistical methods to their own data. It is based on a modeling approach to statistical analysis but keeps technical detail to a minimum, focusing instead on the use of examples based on real data.
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