國立高雄大學圖資館 |

登入

回首頁

Econometric evaluation of socio-economic programstheory and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Econometric evaluation of socio-economic programsby Giovanni Cerulli.
其他題名:	theory and applications /
作者:	Cerulli, Giovanni.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg :2022.
面頁冊數:	xviii, 377 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Social serviceEvaluation.
電子資源:	https://doi.org/10.1007/978-3-662-65945-8
ISBN:	9783662659458$q(electronic bk.)

Econometric evaluation of socio-economic programstheory and applications /
Cerulli, Giovanni.

Econometric evaluation of socio-economic programstheory and applications /[electronic resource] :by Giovanni Cerulli. - Second edition. - Berlin, Heidelberg :Springer Berlin Heidelberg :2022. - xviii, 377 p. :ill., digital ;24 cm. - Advanced studies in theoretical and applied econometrics,v. 492214-7977 ;. - Advanced studies in theoretical and applied econometrics ;v.48..

Chapter 1. An Introduction to the Econometrics of Program Evaluation -- Chapter 2. Methods Based on Selection on Observables -- Chapter 3. Methods Based on Selection on Unobservables -- Chapter 4. Local Average Treatment Effect and Regression-Discontinuity-Design -- Chapter 5. Diﬀerence-in-diﬀerences with many pre- and post-treatment times -- Chapter 6. Synthetic Control Method.

This book provides advanced theoretical and applied tools for the implementation of modern micro-econometric techniques in evidence-based program evaluation for the social sciences. The author presents a comprehensive toolbox for designing rigorous and effective ex-post program evaluation using the statistical software package Stata. For each method, a statistical presentation is developed, followed by a practical estimation of the treatment effects. By using both real and simulated data, readers will become familiar with evaluation techniques, such as regression-adjustment, matching, difference-in-differences, instrumental-variables, regression-discontinuity-design, and synthetic control method, and are given practical guidelines for selecting and applying suitable methods for specific policy contexts. The second revised and extended edition features two new chapters on some recent development of difference-in-differences. Specifically, chapter 5 introduces advanced difference-in-differences methods when many times are available and treatment can be either time-varying or fixed at a specific time. Chapter 6 introduces the synthetic control method, a treatment effect estimation approach suitable when only one unit is treated. Both chapters present applications using the software Stata.

ISBN: 9783662659458$q(electronic bk.)

Standard No.: 10.1007/978-3-662-65945-8doiSubjects--Uniform Titles:

Stata.
Subjects--Topical Terms:

365789
Social service
--Evaluation.

LC Class. No.: HV41

Dewey Class. No.: 361.0068

Econometric evaluation of socio-economic programstheory and applications /
LDR:02820nmm a2200349 a 4500 001 631351
003 DE-He213
005 20221102094550.0
006 m d
007 cr nn 008maaau
008 230411s2022 gw s 0 eng d
020 $a 9783662659458$q(electronic bk.)
020 $a 9783662659441$q(paper)
024 7 $a 10.1007/978-3-662-65945-8 $2 doi
035 $a 978-3-662-65945-8
040 $a GP $c GP
041 0 $a eng
050 4 $a HV41
072 7 $a KCH $2 bicssc
072 7 $a BUS021000 $2 bisacsh
072 7 $a KCH $2 thema
082 0 4 $a 361.0068 $2 23
090 $a HV41 $b .C418 2022
100 1 $a Cerulli, Giovanni. $3 724625
245 1 0 $a Econometric evaluation of socio-economic programs $h [electronic resource] : $b theory and applications / $c by Giovanni Cerulli.
250 $a Second edition.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2022.
300 $a xviii, 377 p. : $b ill., digital ; $c 24 cm.
490 1 $a Advanced studies in theoretical and applied econometrics, $x 2214-7977 ; $v v. 49
505 0 $a Chapter 1. An Introduction to the Econometrics of Program Evaluation -- Chapter 2. Methods Based on Selection on Observables -- Chapter 3. Methods Based on Selection on Unobservables -- Chapter 4. Local Average Treatment Effect and Regression-Discontinuity-Design -- Chapter 5. Diﬀerence-in-diﬀerences with many pre- and post-treatment times -- Chapter 6. Synthetic Control Method.
520 $a This book provides advanced theoretical and applied tools for the implementation of modern micro-econometric techniques in evidence-based program evaluation for the social sciences. The author presents a comprehensive toolbox for designing rigorous and effective ex-post program evaluation using the statistical software package Stata. For each method, a statistical presentation is developed, followed by a practical estimation of the treatment effects. By using both real and simulated data, readers will become familiar with evaluation techniques, such as regression-adjustment, matching, difference-in-differences, instrumental-variables, regression-discontinuity-design, and synthetic control method, and are given practical guidelines for selecting and applying suitable methods for specific policy contexts. The second revised and extended edition features two new chapters on some recent development of difference-in-differences. Specifically, chapter 5 introduces advanced difference-in-differences methods when many times are available and treatment can be either time-varying or fixed at a specific time. Chapter 6 introduces the synthetic control method, a treatment effect estimation approach suitable when only one unit is treated. Both chapters present applications using the software Stata.
630 0 0 $a Stata. $3 228626
650 0 $a Social service $x Evaluation. $3 365789
650 0 $a Social service $x Data processing. $3 724626
650 0 $a Econometrics. $3 182271
650 2 4 $a Statistics in Business, Management, Economics, Finance, Insurance. $3 913173
650 2 4 $a International Political Economy. $3 790984
650 2 4 $a Economic Policy. $3 274350
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Advanced studies in theoretical and applied econometrics ; $v v.48. $3 711749
856 4 0 $u https://doi.org/10.1007/978-3-662-65945-8
950 $a Economics and Finance (SpringerNature-41170)