A brief introduction to regression analysis of complex surveys and notes for further reading are provided. Some advanced topics are covered but the presentation remains intuitive. While a first course in statistics is assumed, a chapter reviewing basic statistical methods is included. ![]() The examples, analyzed using Stata, are drawn from the biomedical context but generalize to other areas of application. They also show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way. The authors point out the many-shared elements in the methods they present for selecting, estimating, checking, and interpreting each of these models. Treating these topics together takes advantage of all they have in common. 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. To learn more about how and for what purposes Amazon uses personal information (such as Amazon Store order history), please visit our Privacy Notice. You can change your choices at any time by visiting Cookie Preferences, as described in the Cookie Notice. Click ‘Customise Cookies’ to decline these cookies, make more detailed choices, or learn more. Third parties use cookies for their purposes of displaying and measuring personalised ads, generating audience insights, and developing and improving products. ![]() This includes using first- and third-party cookies, which store or access standard device information such as a unique identifier. If you agree, we’ll also use cookies to complement your shopping experience across the Amazon stores as described in our Cookie Notice. We also use these cookies to understand how customers use our services (for example, by measuring site visits) so we can make improvements. We use cookies and similar tools that are necessary to enable you to make purchases, to enhance your shopping experiences and to provide our services, as detailed in our Cookie Notice.
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