Causal Inference
Editorial THE MIT PRESS
Mainland Spain
- Publisher THE MIT PRESS
- ISBN13 9780262545198
- ISBN10 0262545195
- Type Book
- Pages 232
- Collection THE MIT PRESS ESSENTIAL KNOWLEDGE SERIES #
- Published 2023
- Language English
- Bookbinding Paperback
Causal Inference
Editorial THE MIT PRESS
Mainland Spain
Book Details
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.