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Causal Inference
- MIT Press Essential Knowledge Series
- Narrated by: Chris Monteiro
- Length: 4 hrs and 25 mins
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Publisher's summary
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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everyone should read this book to understand
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Doing Harm
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One of the most important books ever written
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What listeners say about Causal Inference
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- Anonymous User
- 08-01-24
Not appropriate for audible and the reader don’t know how to read math
The math is read poorly. I keep hearing capital T, lowercase r. Very hard to understand.
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