Statistics at square two : understanding modern statistical applications in medicine

書誌事項

Statistics at square two : understanding modern statistical applications in medicine

Michael J. Campbell

Blackwell, 2006

2nd ed

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注記

"BMJ Books"

"BMJ Books is an imprint of the BMJ Publishing Group Limited, used under licence"--T.p. verso

Includes bibliographical references and index

内容説明・目次

内容説明

Updated companion volume to the ever popular Statistics at Square One (SS1) Statistics at Square Two, Second Edition, helps you evaluate the many statistical methods in current use. Going beyond the basics of SS1, it covers sophisticated methods and highlights misunderstandings. Easy to read, it includes annotated computer outputs and keeps formulas to a minimum. Worked examples of methods such as multiple and logical regression reinforce the text. Each chapter concludes with exercises to stimulate learning. All those who need to understand statistics in clinical research papers and apply them in their own research will value this compact and coherent guide.

目次

1 Models, tests and data. 2 Multiple linear regression. 3 Logistic regression. 4 Survival analysis. 5 Random effects models. 6 Other models. . Appendix 1: Exponentials and logarithms. Appendix 2: Maximum likelihood and significance tests. Appendix 3: Bootstrapping and variance robust standard errors. Appendix 4: Bayesian methods. Answers to exercises. Glossary. Index

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