Senin, 16 Maret 2015

PDF⋙ Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health) by Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health) by Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch

Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health)

Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health) by Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch PDF, ePub eBook D0wnl0ad

This new book provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics: linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for longitudinal and hierarchical outcomes, and generalized linear models for counts and other outcomes.


Treating these topics together takes advantage of all they have in common. The authors point out the many-shared elements in the methods they present for selecting, estimating, checking, and interpreting each of these models. They also show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way.


The examples, analyzed using Stata, are drawn from the biomedical context but generalize to other areas of application. While a first course in statistics is assumed, a chapter reviewing basic statistical methods is included. Some advanced topics are covered but the presentation remains intuitive. A brief introduction to regression analysis of complex surveys and notes for further reading are provided.



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Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health) by Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models: 0 (Statistics for Biology and Health) by Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch books to read online.

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