東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Econometric evaluation of socio-econ...

Cerulli, Giovanni.

FindBook

Google Book

Amazon

博客來

Econometric evaluation of socio-economic programs = theory and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Econometric evaluation of socio-economic programs/ by 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.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Social service - Evaluation. -
電子資源:	https://doi.org/10.1007/978-3-662-65945-8
ISBN:	9783662659458

Econometric evaluation of socio-economic programs = theory 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. 49..

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

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

Stata.
Subjects--Topical Terms:

811205
Social service
--Evaluation.

LC Class. No.: HV41

Dewey Class. No.: 361.0068

Econometric evaluation of socio-economic programs = theory and applications /
LDR:02820nmm a2200349 a 4500 001 2304887
003 DE-He213
005 20221102094550.0
006 m d
007 cr nn 008maaau
008 230409s2022 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 2153033
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 783375
650 0 $a Social service $x Evaluation. $3 811205
650 0 $a Social service $x Data processing. $3 780691
650 0 $a Econometrics. $3 542934
650 2 4 $a Statistics in Business, Management, Economics, Finance, Insurance. $3 3538572
650 2 4 $a International Political Economy. $3 3251877
650 2 4 $a Economic Policy. $3 676830
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Advanced studies in theoretical and applied econometrics ; $v v. 49. $3 3607470
856 4 0 $u https://doi.org/10.1007/978-3-662-65945-8
950 $a Economics and Finance (SpringerNature-41170)