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Understanding regression analysis / Michael Patrick Allen
- 作者: Allen, Michael Patrick.
- 其他作者:
- 其他題名:
- Springer e-books
- 出版: New York : Plenum Press c1997
- 主題: Regression analysis.
- ISBN: 9780585256573 (electronic bk.) 、 9780306456480 (paper)
- URL:
電子書
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讀者標籤:
- 系統號: 005166757 | 機讀編目格式
館藏資訊

By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss: -descriptive statistics using vector notation and the components of a simple regression model; -the logic of sampling distributions and simple hypothesis testing; -the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and -structural equation models and influence statistics.
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