"Concepts and Applications" readable by most people who use statistical methods for empirical research on human beings - epidemiologists, medical researchers, social scientists."Theory" readable to people with a PhD in statistics. The goal is to make the subject accessible without specialized knowledge, something not possible in articles.
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Author
Paul R. Rosenbaum is the Robert G. Putzel Professor of Statistics at the Wharton School of the University of Pennsylvania. For contributions to causal inference, he received the R. A. Fisher Award in 2019 and the George W. Snedecor Award in 2003, both from the Committee of Presidents of Statistical Societies (COPSS). He delivered an IMS Medallion Lecture on the topic of this book in 2020. Dr. Rosenbaum is the author of several other books including Observational Studies (Springer 1995, 2002), Design of Observational Studies (Springer 2010, 2020), and Observation and Experiment: An Introduction to Causal Inference (Harvard University Press 2017).
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Outside of randomized experiments, association does not imply causation, and yet there is nothing defective about our knowledge that smoking causes lung cancer, a conclusion reached in the absence of randomized experimentation with humans. How is that possible If observed associations do not identify causal effects in observational studies, how can a sequence of such associations become decisive Two or more associations may each be susceptible to unmeasured biases, yet not susceptible to the same biases. An observational study has two evidence factors if it provides two comparisons susceptible to different biases that may be combined as if from independent studies of different data by different investigators, despite using the same data twice. If the two factors concur, then they may exhibit greater insensitivity to unmeasured biases than either factor exhibits on its own. Replication and Evidence Factors in Observational Studies includes four parts:A concise introduction to causal inference, making the book self-containedPractical examples of evidence factors from the health and social sciences with analyses in RThe theory of evidence factorsStudy design with evidence factorsA companion R package evident is available from CRAN. 272 pp. Englisch. N° de réf. du vendeur 9780367483883
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