This unique book is the first comprehensive guide to the discovery, analysis, and evaluation of natural experiments - an increasingly popular methodology in the social sciences. Thad Dunning provides an introduction to key issues in causal inference, including model specification, and emphasizes the
Natural experiments in the social sciences: a design-based approach
β Scribed by Dunning, Thad
- Publisher
- Cambridge University Press
- Year
- 2015
- Tongue
- English
- Leaves
- 380
- Series
- Strategies for social inquiry
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Why natural experiments? -- Standard natural experiments -- Regression-discontinuity designs -- Instrumental-variables designs -- Simplicity and transparency: keys to quantitative analysis -- Estimating variability: sampling processes and standard errors -- The central role of qualitative evidence -- How plausible is as-if random? -- How credible is the model? -- How relevant is the intervention? -- Building strong research designs through multi-method.
β¦ Table of Contents
Why natural experiments? --
Standard natural experiments --
Regression-discontinuity designs --
Instrumental-variables designs --
Simplicity and transparency: keys to quantitative analysis --
Estimating variability: sampling processes and standard errors --
The central role of qualitative evidence --
How plausible is as-if random? --
How credible is the model? --
How relevant is the intervention? --
Building strong research designs through multi-method.
β¦ Subjects
Experimental design;Social sciences--Experiments;Social sciences--Research;Social sciences -- Experiments;Social sciences -- Research
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"This is an engaging and informative book on the modern practice of experimental design. The authors' writing style is entertaining, the consulting dialogs are extremely enjoyable, and the technical material is presented brilliantly but not overwhelmingly. The book is a joy to read. Everyone who pra
"This is an engaging and informative book on the modern practice of experimental design. The authors' writing style is entertaining, the consulting dialogs are extremely enjoyable, and the technical material is presented brilliantly but not overwhelmingly. The book is a joy to read. Everyone who pra