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MOSTLY HARMLESS ECONOMETRICS
Joern-Steffen Pischke Joshua D. Angrist
An Empiricist's Companion
From Joshua Angrist, winner of the Nobel Prize in Economics, and Joern-Steffen Pischke, an irreverent guide to the essentials of econometrics
The 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 extensionsregression-discontinuity designs and quantile regressionas well as how to get standard errors right. Joshua Angrist and Joern-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.
Joshua D. Angrist, winner of the 2021 Nobel Prize in Economics, is the Ford Professor of Economics at the Massachusetts Institute of Technology.
Joern-Steffen Pischke is professor of economics at the London School of Economics and Political Science.
The 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 extensionsregression-discontinuity designs and quantile regressionas well as how to get standard errors right. Joshua Angrist and Joern-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.
Joshua D. Angrist, winner of the 2021 Nobel Prize in Economics, is the Ford Professor of Economics at the Massachusetts Institute of Technology.
Joern-Steffen Pischke is professor of economics at the London School of Economics and Political Science.
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Book
Published 2009-01-01 by Princeton University Press |