Mastering Metrics: The Path from Cause to Effect

Joshua D. Angrist

ISBN 10: 0691152845 / ISBN 13: 9780691152844

Edité par Princeton Univers. Press Dez 2014, 2014

A propos de cet article

Neuware - 'Written by true 'masters of 'metrics, ' this book is perfect for those who wish to study this important subject. Using real-world examples and only elementary statistics, Angrist and Pischke convey the central methods of causal inference with clarity and wit.'--Hal Varian, chief economist at Google.

N° de réf. du vendeur 9780691152844

Détails bibliographiques

• Titre: Mastering Metrics: The Path from Cause to Effect
• Éditeur: Princeton Univers. Press Dez 2014
• Date de parution: 2014
• Langue: anglais
• ISBN à 10 chiffres: 0691152845
• ISBN à 13 chiffres: 9780691152844
• Reliure: Taschenbuch
• État de l'article: Neu

A propos de ce titre

Synopsis

"Applied econometrics, known to aficionados as 'metrics, is the original data science. 'Metrics encompasses the statistical methods economists use to untangle cause and effect in human affairs. Through accessible discussion and with a dose of kung fu-themed humor, Mastering 'Metrics presents the essential tools of econometric research and demonstrates why econometrics is exciting and useful.The five most valuable econometric methods, or what the authors call the Furious Five--random assignment, regression, instrumental variables, regression discontinuity designs, and differences in differences--are illustrated through well-crafted real-world examples (vetted for awesomeness by Kung Fu Panda's Jade Palace). Does health insurance make you healthier? Randomized experiments provide answers. Are expensive private colleges and selective public high schools better than more pedestrian institutions? Regression analysis and a regression discontinuity design reveal the surprising truth. When private banks teeter, and depositors take their money and run, should central banks step in to save them? Differences-in-differences analysis of a Depression-era banking crisis offers a response. Could arresting O. J. Simpson have saved his ex-wife's life? Instrumental variables methods instruct law enforcement authorities in how best to respond to domestic abuse.Wielding econometric tools with skill and confidence, Mastering 'Metrics uses data and statistics to illuminate the path from cause to effect. Shows why econometricsis important Explains econometric research through humorous and accessible discussion Outlines empirical methods central to modern econometric practice Works through interesting and relevant real-world examples "-

À propos de l?auteur

Joshua D. Angrist, winner of the 2021 Nobel Prize in Economics, is the Ford Professor of Economics at the Massachusetts Institute of Technology. Jörn-Steffen Pischke is professor of economics at the London School of Economics and Political Science. They are the authors of Mostly Harmless Econometrics (Princeton).