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List of contributors | p. vii |
Preface | p. ix |
Foreword | p. xi |
Acknowledgments | p. xiii |
A brief history of medicine and statistics | p. l |
What is evidence-based medicine? | p. 9 |
Causation | p. 19 |
The medical literature: an overview | p. 24 |
Sarching the medical literature | p. 33 |
Study design and strength of evidence | p. 56 |
Instruments and measurements: precision and validity | p. 67 |
Sources of bias | p. 80 |
Review of basic statistics | p. 93 |
Hypothesis testing | p. 109 |
Type I errors and number needed to treat | p. 120 |
Negative studies and Type II errors | p. 130 |
Risk assessment | p. 141 |
Adjustment and multivariate analysis | p. 156 |
Randomized clinical trials | p. 164 |
Scientific integrity and the responsible conduct of research | p. 179 |
Applicability and strength of evidence | p. 187 |
Communicating evidence to patients | p. 199 |
Critical appraisal of qualitative research studies | p. 208 |
An overview of decision making in medicine | p. 215 |
Sources of error in the clinical encounter | p. 233 |
The use of diagnostic tests | p. 244 |
Utility and characteristics of diagnostic tests: likelihood ratios, sensitivity, and specificity | p. 249 |
Bayes' theorem, predictive values, post-test probabilities, and interval likelihood ratios | p. 261 |
Comparing tests and using ROC curves | p. 276 |
Incremental gain and the threshold approach to diagnostic testing | p. 282 |
Sources of bias and critical appraisal of studies of diagnostic tests | p. 295 |
Screening tests | p. 310 |
Practice guidelines and clinical prediction rules | p. 320 |
Decision analysis and quantifying patient values | p. 333 |
Cost-effectiveness analysis | p. 350 |
Survival analysis and studies of prognosis | p. 359 |
Meta-analysis and systematic reviews | p. 367 |
Levels of evidence and grades of recommendations | p. 378 |
Overview of critical appraisal | p. 384 |
Commonly used statistical tests | p. 387 |
Formulas | p. 389 |
Proof of Bayes' theorem | p. 392 |
Using balance sheets to calculate thresholds | p. 394 |
Glossary | p. 396 |
Bibliography | p. 411 |
Index | p. 425 |
Table of Contents provided by Ingram. All Rights Reserved. |
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.