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Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research)

Stephen L. Morgan, Christopher Winship




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 | #349226 in Books |  2014-11-17 |  2014-11-17 | Original language:English | PDF # 1 |  9.96 x1.10 x6.97l, | File type: PDF | 515 pages

||8 of 8 people found the following review helpful.| This is a perfect introductory book to causal inference but those who are ...|By LOV|This is a perfect introductory book to causal inference but those who are already familiar with the topic should also find it useful. Since it is written for social science researchers, the math is very minimal and a technical person might initially find the book a bit wordy. However, the conce| |"The use of counterfactuals for causal inference has brought clarity to our reasoning about causality. And this second edition by Morgan and Winship will bring clarity to anyone trying to learn about the field. It is an excellent introduction to the topic, and

In this second edition of Counterfactuals and Causal Inference, completely revised and expanded, the essential features of the counterfactual approach to observational data analysis are presented with examples from the social, demographic, and health sciences. Alternative estimation techniques are first introduced using both the potential outcome model and causal graphs; after which, conditioning techniques, such as matching and regression, are presented from a potential...

You easily download any file type for your device.Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research)   |  Stephen L. Morgan, Christopher Winship. I was recommended this book by a dear friend of mine.

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