Over the summer I’ve been slowly working my way through the new book Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido Imbens and Don Rubin. It is an introduction in the sense that it is 600 pages and still doesn’t have room for difference-in-differences, regression discontinuity, synthetic controls, power calculations, dealing with attrition, dealing with multiple time periods, treatment spillovers, or many other topics in causal inference (they promise a volume 2). But not an introduction in that it is graduate level and I imagine would be very confusing if you had no previous exposure to causal inference. So I thought I’d share some thoughts on this book for our readers.
Alan Gerber and Don Green, political scientists at Yale and Columbia respectively, and authors of a large number of voting experiments, have a new textbook out titled Field Experiments: Design, Analysis, and Interpretation. This is noteworthy because despite the massive growth in field experiments, to date there hasn’t been an accessible and modern textbook for social scientists looking to work in, or better understand, this area. The new book is very good, and I definitely recommend anyone working in this area to read at least key chapters.
The new book Uncontrolled by Jim Manzi has attracted a lot of recent press (e.g. see Markus’ recent post for discussion of David Brooks’ take, or this piece in the Atlantic), and makes the argument that there should be a lot more randomized experiments of social programs. I was therefore very interested to order a copy and just finished reading it.
- Book reviews
Abhijit and Esther very graciously agreed to reply to Monday’s review of their book. Here is their reply, followed by a couple of additional thoughts from me.
Hot on the heels of More than good Intentions comes an outstanding new book by two of the most prominent leaders of the recent push for more rigorous evaluation – Abhijit Banerjee and Esther Duflo’s Poor Economics: A Radical Rethinking of the way to Fight Global Poverty
More than Good Intentions: How a new economics is helping to solve global poverty is a personalized helicopter tour of many recent randomized controlled trials (RCTs) in developing countries. It is written by Dean Karlan, who has been a researcher in many of these experiments, and Jacob Appel, who worked for Dean in implementing many of these experiments in Ghana.