Mostly Harmless Econometrics: An Empiricist's Companion

Kindle Edition or EPUB + Converted PDF نویسندگان: Joshua D. Angrist, Jörn-Steffen Pischke
جزئیات
فرمت: Kindle Edition or EPUB + Converted PDF ناشر: Princeton University Press; 1st edition (December 15, 2008) تاریخ انتشار نسخه الکترونیکی : December 15, 2008
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شابک: 9780691120355 لینک: https://www.amazon.com/dp/B003TSELA0
توضیحات
From Joshua Angrist, winner of the Nobel Prize in Economics, and Jörn-Steffen Pischke, an irreverent guide to the essentials of econometricsThe 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 essentialsA focus on tools that applied researchers use mostChapters on regression-discontinuity designs, quantile regression, and standard errorsMany empirical examplesA clear and concise resource with wide applications Read less
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