Book contents
- Frontmatter
- Contents
- Contributor Acknowledgments
- Matched Sampling for Causal Effects
- My Introduction to Matched Sampling
- PART I THE EARLY YEARS AND THE INFLUENCE OF WILLIAM G. COCHRAN
- 1 William G. Cochran's Contributions to the Design, Analysis, and Evaluation of Observational Studies
- 2 Controlling Bias in Observational Studies: A Review
- PART II UNIVARIATE MATCHING METHODS AND THE DANGERS OF REGRESSION ADJUSTMENT
- PART III BASIC THEORY OF MULTIVARIATE MATCHING
- PART IV FUNDAMENTALS OF PROPENSITY SCORE MATCHING
- PART V AFFINELY INVARIANT MATCHING METHODS WITH ELLIPSOIDALLY SYMMETRIC DISTRIBUTIONS, THEORY AND METHODOLOGY
- PART VI SOME APPLIED CONTRIBUTIONS
- PART VII SOME FOCUSED APPLICATIONS
- Conclusion: Advice to the Investigator
- References
- Author Index
- Subject Index
2 - Controlling Bias in Observational Studies: A Review
Published online by Cambridge University Press: 05 June 2012
Book contents
- Frontmatter
- Contents
- Contributor Acknowledgments
- Matched Sampling for Causal Effects
- My Introduction to Matched Sampling
- PART I THE EARLY YEARS AND THE INFLUENCE OF WILLIAM G. COCHRAN
- 1 William G. Cochran's Contributions to the Design, Analysis, and Evaluation of Observational Studies
- 2 Controlling Bias in Observational Studies: A Review
- PART II UNIVARIATE MATCHING METHODS AND THE DANGERS OF REGRESSION ADJUSTMENT
- PART III BASIC THEORY OF MULTIVARIATE MATCHING
- PART IV FUNDAMENTALS OF PROPENSITY SCORE MATCHING
- PART V AFFINELY INVARIANT MATCHING METHODS WITH ELLIPSOIDALLY SYMMETRIC DISTRIBUTIONS, THEORY AND METHODOLOGY
- PART VI SOME APPLIED CONTRIBUTIONS
- PART VII SOME FOCUSED APPLICATIONS
- Conclusion: Advice to the Investigator
- References
- Author Index
- Subject Index
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- Matched Sampling for Causal Effects , pp. 30 - 58Publisher: Cambridge University PressPrint publication year: 2006
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