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[ 洋図書 ] Mastering 'metrics : the path from cause to effect /

Joshua D. Angrist and Jörn-Steffen Pischke. -- Princeton University Press, -- c2015. --

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ISBN 0691152845 (paperback : alk. paper)
ISBN13桁 9780691152844 (paperback : alk. paper)
テキストの言語 英語                  
分類：NDC10版 331.19
個人著者標目 Angrist, Joshua David.
本タイトル Mastering 'metrics :
タイトル関連情報 the path from cause to effect /
著者名 Joshua D. Angrist and Jörn-Steffen Pischke.
出版地・頒布地 Princeton ;
出版者・頒布者名 Princeton University Press,
出版年・頒布年 c2015.
数量 xv, 282 p. :
他の形態的事項 ill. ;
大きさ 22 cm.
書誌注記 Includes bibliographical references (p. [249]-268) and index.
内容注記 Randomized trials -- Regression -- Instrumental variables -- Regression discontinuity designs -- Differences in differences -- The wages of schooling.
要約、抄録、注釈等 "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 econometrics is 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 "--
言語注記 Text in English.
著者標目 Pischke, Jörn-Steffen.
一般件名 Econometrics.
BUSINESS & ECONOMICS / Econometrics.
資料情報1 『Mastering 'metrics : the path from cause to effect /』　Joshua D. Angrist and Jörn-Steffen Pischke.　Princeton University Press,　c2015. （所蔵館：中央　 請求記号：F/331.1/A59/M　 資料コード：7106109621）
URL https://catalog.library.metro.tokyo.lg.jp/winj/opac/switch-detail.do?lang=ja&bibid=1352016261

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