Multivariable analysis : a practical guide for clinicians

✍ Scribed by Mitchell H Katz

Publisher: Cambridge University Press
Year: 2006
Tongue: English
Leaves: 219
Edition: 2nd ed
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Focuses on the nuts and bolts of performing research and prepares the reader to perform and interpret multivariable models. Numerous tables, graphs and tips help to simplify and explain the process of performing multivariable analysis. The text is illustrated with many up-to-date examples from the medical literature on how to use multivariable analysis in clinical practice and in research.

✦ Table of Contents

Content: Introduction --
Common uses of multivariable models --
Outcome variables in multivariable analysis --
Type of independent variables in multivariable analysis --
Assumptions of multiple linear regression, multiple logistic regression, and proportional hazards analysis --
Relationship of independent variables to one another --
Setting up a multivariable analysis --
Performing the analysis --
Interpreting the analysis --
Checking the assumptions of the analysis --
Propensity scores --
Correlated observations --
Validation of models --
Special topics --
Publishing your study --
Summary: steps for constructing a multivariable model.
Abstract:

How to perform and interpret multivariable analysis, using plain language rather than complex derivations. Read more...

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