Mostly Harmless Econometrics : An Empiricist's Companion by Jö-Steffen Pischke and Joshua D. Angrist (2009, Trade Paperback)
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This book covers regression-discontinuity designs and quantile regression - as well as how to get standard errors right. Should wife batterers be arrested?. How much does education raise wages?. "This pathbreaking book is a must-read for any scientist who is interested in formulating and testing hypotheses about the social world.