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Causal inference /

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Bibliographic Details
Main Author: Rosenbaum, Paul R. (Author)
Corporate Author: EBSCOhost
Format: eBook
Language:English
Published: Cambridge, Massachusetts : The MIT Press, [2023]
Series:MIT Press essential knowledge series.
Subjects:
Causation.
Science > Experiments.
Observation (Scientific method)
Inference.
Probabilities.
Mathematical statistics.
SOCIAL SCIENCE / Methodology
MATHEMATICS / Probability & Statistics / General
BUSINESS & ECONOMICS / Econometrics
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • The effects caused by treatments
  • Randomized experiments
  • Observational studies : the problem
  • Adjustments for measured covariates
  • Sensitivity to unmeasured covariates
  • Quasi-experimental devices in the design of observational studies
  • Natural experiments, discontinuities, and instruments
  • Replication, resolution and evidence factors
  • Uncertainty and complexity in causal inference
  • Postscript: Key ideas, chapter by chapter.