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Causal Inference
MIT Press Essential Knowledge (Related to this series)
- Author
- Paul R. Rosenbaum
- Narrator
- Chris Monteiro
- Publisher
- Ascent Audio
- Publish Date
- 20 June 2023
- Run Time
- 4 hours 24 minutes
- Format
- Audiobook
What to expect
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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Details
- Author
- Paul R. Rosenbaum
- Narrator
- Chris Monteiro
- Duration
- 4 hours 24 minutes
- Release Date
- 20 June 2023
- ISBN
- 9781663728920
- Format
- Audiobook
- Publisher
- Ascent Audio
- Genre
- Econometrics and economic statistics
Synopsis
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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