000 01844nam a2200181 4500
020 _a9780691120355
082 _a330.01 ANG/M
100 _aANGRIST, JOSHUA DAVID
100 _aPISCHKE, JORN-STEFFEN
245 _aMOSTLY HARMLESS ECONOMETRICS: AN EMPIRICIST'S COMPANION
260 _aPrinceton
_bPrinceton University Press
_c2009
300 _a373p.
500 _ahttps://press.princeton.edu/books/paperback/9780691120355/mostly-harmless-econometrics
520 _aThe core methods in today’s econometric toolkit are linear regression for statistical control, instrumental variables methods for the analysis of natural experiments, and differences-in-differences methods that exploit policy changes. In the modern experimentalist paradigm, these techniques address clear causal questions such as: Do smaller classes increase learning? Should wife batterers be arrested? How much does education raise wages? Mostly Harmless Econometrics shows how the basic tools of applied econometrics allow the data to speak. In addition to econometric essentials, Mostly Harmless Econometrics covers important new extensions—regression-discontinuity designs and quantile regression—as well as how to get standard errors right. Joshua Angrist and Jörn-Steffen Pischke explain why fancier econometric techniques are typically unnecessary and even dangerous. The applied econometric methods emphasized in this book are easy to use and relevant for many areas of contemporary social science. An irreverent review of econometric essentials A focus on tools that applied researchers use most Chapters on regression-discontinuity designs, quantile regression, and standard errors Many empirical examples A clear and concise resource with wide applications
650 _aEconomics
650 _aEconometrics
942 _cBK
999 _c19192
_d19192