Mcbee, Matthew
Statistical approaches to casual analysis/ Matthew Mcbee - London: Sage, 2021. - xxvii, 234p.
STATISTICAL APPROACHES TO CAUSAL ANALYSIS
FRONT COVER
STATISTICAL APPROACHES TO CAUSAL ANALYSIS
COPYRIGHT
CONTENTS
LIST OF FIGURES AND TABLES
ABOUT THE AUTHOR
ACKNOWLEDGEMENTS
PREFACE
CHAPTER 1
INTRODUCTION
CHAPTER 2
CONDITIONING
CHAPTER 3
DIRECTED ACYCLIC GRAPHS
CHAPTER 4
RUBIN'S CAUSAL MODEL AND THE PROPENSITY SCORE
CHAPTER 5
PROPENSITY SCORE ANALYSIS
CHAPTER 6
INSTRUMENTAL VARIABLE ANALYSIS
CHAPTER 7
REGRESSION DISCONTINUITY DESIGN
CHAPTER 8
CONCLUSION
GLOSSARY
REFERENCES
INDEX
9781526424730
Statistics
Mathematical anlysis
519.5 / MCS
Statistical approaches to casual analysis/ Matthew Mcbee - London: Sage, 2021. - xxvii, 234p.
STATISTICAL APPROACHES TO CAUSAL ANALYSIS
FRONT COVER
STATISTICAL APPROACHES TO CAUSAL ANALYSIS
COPYRIGHT
CONTENTS
LIST OF FIGURES AND TABLES
ABOUT THE AUTHOR
ACKNOWLEDGEMENTS
PREFACE
CHAPTER 1
INTRODUCTION
CHAPTER 2
CONDITIONING
CHAPTER 3
DIRECTED ACYCLIC GRAPHS
CHAPTER 4
RUBIN'S CAUSAL MODEL AND THE PROPENSITY SCORE
CHAPTER 5
PROPENSITY SCORE ANALYSIS
CHAPTER 6
INSTRUMENTAL VARIABLE ANALYSIS
CHAPTER 7
REGRESSION DISCONTINUITY DESIGN
CHAPTER 8
CONCLUSION
GLOSSARY
REFERENCES
INDEX
9781526424730
Statistics
Mathematical anlysis
519.5 / MCS