Statistical Modeling for Biomedical Researchers (Hardcover)
A Simple Introduction to the Analysis of Complex Data (Cambridge Medicine)
Cambridge University Press, 9780521849524, 522pp.
Publication Date: April 1, 2009
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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.