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Matching, regression discontinuity, ...

Lee, Myoung-jae,

Matching, regression discontinuity, difference in differences, and beyond /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Matching, regression discontinuity, difference in differences, and beyond /Myoung-jae Lee.
作者:	Lee, Myoung-jae,
出版者:	New York :Oxford University Press,c2016.
面頁冊數:	xviii, 257 p. :ill. ;24 cm.
標題:	Econometrics.
ISBN:	9780190258733 :

Matching, regression discontinuity, difference in differences, and beyond /
Lee, Myoung-jae,

Matching, regression discontinuity, difference in differences, and beyond /Myoung-jae Lee. - New York :Oxford University Press,c2016. - xviii, 257 p. :ill. ;24 cm.

Includes bibliographical references (p. 241-252) and index.

Machine generated contents note: -- Chapter 1: Basics of Treatment Effect Analysis -- Chapter 2: Matching -- Chapter 3: Non-Matching and Sample Selection -- Chapter 4: Regression Discontinuity (RD) -- Chapter 5: Difference in Differences (DD) -- Chapter 6: Triple Difference (TD) and Beyond -- Appendix -- Online GAUSS Programs (PS for Propensity Score) -- References.

" This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with real empirical examples. The book emphasizes how to implement the three methods with data: many data and programs are provided in the online appendix. All readers---theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students---will find something useful in the book from different perspectives. "--

ISBN: 9780190258733 :NT$2626

LCCN: 2016008332Subjects--Topical Terms:

182271
Econometrics.

LC Class. No.: HB139 / .L424 2016

Dewey Class. No.: 330.01/5195

Matching, regression discontinuity, difference in differences, and beyond /
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100 1 $a Lee, Myoung-jae, $e author. $3 765930
245 1 0 $a Matching, regression discontinuity, difference in differences, and beyond / $c Myoung-jae Lee.
260 $a New York : $b Oxford University Press, $c c2016.
300 $a xviii, 257 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references (p. 241-252) and index.
505 8 $a Machine generated contents note: -- Chapter 1: Basics of Treatment Effect Analysis -- Chapter 2: Matching -- Chapter 3: Non-Matching and Sample Selection -- Chapter 4: Regression Discontinuity (RD) -- Chapter 5: Difference in Differences (DD) -- Chapter 6: Triple Difference (TD) and Beyond -- Appendix -- Online GAUSS Programs (PS for Propensity Score) -- References.
520 $a " This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with real empirical examples. The book emphasizes how to implement the three methods with data: many data and programs are provided in the online appendix. All readers---theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students---will find something useful in the book from different perspectives. "-- $c Provided by publisher.
520 $a "A review of the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences"-- $c Provided by publisher.
650 0 $a Econometrics. $3 182271
650 0 $a Economics $x Research $x Methodology. $3 711750
650 0 $a Regression analysis. $3 181872
650 0 $a Statistical matching. $3 246260
776 0 8 $i Online version: $a Lee, Myoung-jae, author. $t Matching, regression discontinuity, difference in differences, and beyond $d New York : Oxford University Press, 2016 $z 9780190258757 $w (DLC) 2016019749