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Statistical Modeling for Biomedical Researchers
William D. Dupont
其他書名
A Simple Introduction to the Analysis of Complex Data
出版
Cambridge University Press
, 2009-02-12
主題
Medical / Epidemiology
Medical / Research
Reference / Research
ISBN
0521849527
9780521849524
URL
http://books.google.com.hk/books?id=EbsnU9e9ykQC&hl=&source=gbs_api
EBook
SAMPLE
註釋
For biomedical researchers, the new edition of this standard text guides readers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is used to perform the analyses, in this edition employing the intuitive version 10.
Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available online through Vanderbilt University.