Causal Inference (The MIT Press Essential Knowledge series) - Softcover

Buch 91 von 114: MIT Press Essential Knowledge

Rosenbaum, Paul R.

 
9780262545198: Causal Inference (The MIT Press Essential Knowledge series)
Softcover
ISBN 10: 0262545195 ISBN 13: 9780262545198
Verlag: The MIT Press, 2023

Inhaltsangabe

A nontechnical guide to the basic ideas of modern causal inference, with illustrations from health, the economy, and public policy.

Which of two antiviral drugs does the most to save people infected with Ebola virus? Does a daily glass of wine prolong or shorten life? Does winning the lottery make you more or less likely to go bankrupt? How do you identify genes that cause disease? Do unions raise wages? Do some antibiotics have lethal side effects? Does the Earned Income Tax Credit help people enter the workforce?
 
Causal Inference provides a brief and nontechnical introduction to randomized experiments, propensity scores, natural experiments, instrumental variables, sensitivity analysis, and quasi-experimental devices. Ideas are illustrated with examples from medicine, epidemiology, economics and business, the social sciences, and public policy.

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Über die Autorin bzw. den Autor

Paul R. Rosenbaum is the Robert G. Putzel Professor Emeritus of Statistics and Data Science at the Wharton School of the University of Pennsylvania. He is the author of Observation and Experiment: An Introduction to Causal Inference, Design of Observational Studies, Observational Studies, and Replication and Evidence Factors in Observational Studies.

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Verlag
The MIT Press
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
0262545195
ISBN 13 
9780262545198
Einband
Taschenbuch
Anzahl der Seiten
224
Kontakt zum Hersteller
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