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Multivariable Analysis
Regular Price
$83.95
Special Price
$75.56
$68.69
The third edition of this highly successful text enables clinical researchers to set up, perform and interpret multivariable models.
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Out of stock
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Out of stock
SKU
9780521141079
Now in its third edition, this highly successful text has been fully revised and updated with expanded sections on cutting-edge techniques including Poisson regression, negative binomial regression, multinomial logistic regression and proportional odds regression. As before, it focuses on easy-to-follow explanations of complicated multivariable techniques. It is the perfect introduction for all clinical researchers. It describes how to perform and interpret multivariable analysis, using plain language rather than complex derivations and mathematical formulae. It focuses on the nuts and bolts of performing research, and prepares the reader to set up, perform and interpret multivariable models. Numerous tables, graphs and tips help to demystify 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.
| Author | Mitchell H. Katz |
|---|---|
| Table Of Content | Preface 1. Introduction 2. Common uses of multivariable models 3. Outcome variables in multivariable analysis 4. Type of independent variables in multivariable analysis 5. Assumptions of multiple linear regression, multiple logistic regression, and proportional hazards analysis 6. Relationship of independent variables to one another 7. Setting up a multivariable analysis 8. Performing the analysis 9. Interpreting the analysis 10. Checking the assumptions of the analysis 11. Propensity scores 12. Correlated observations 13. Validation of models 14. Special topics 15. Publishing your study 16. Summary: steps for constructing a multivariable model Index. |
| Format | Paperback |
| Publish Date | 10 Mar 2011 |
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