國立高雄大學圖資館 |

登入

回首頁

Two-tier stochastic frontier analysis for the social sciences

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Two-tier stochastic frontier analysis for the social sciencesby Alecos Papadopoulos, Christopher F. Parmeter.
作者:	Papadopoulos, Alecos.
其他作者:	Parmeter, Christopher F.
出版者:	Cham :Springer Nature Switzerland :2025.
面頁冊數:	xvii, 363 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Stochastic analysis.
電子資源:	https://doi.org/10.1007/978-3-031-81513-3
ISBN:	9783031815133$q(electronic bk.)

Two-tier stochastic frontier analysis for the social sciences
Papadopoulos, Alecos.

Two-tier stochastic frontier analysis for the social sciences[electronic resource] /by Alecos Papadopoulos, Christopher F. Parmeter. - Cham :Springer Nature Switzerland :2025. - xvii, 363 p. :ill. (chiefly color), digital ;24 cm.

Concepts and Metrics -- Introduction -- Metrics for the Latent Effects -- II Models and Applications -- Incomplete Information -- Bargaining -- A Jamboree of Latent Forces -- Binary Responses and Treatment Effects -- III Tools for Estimation and Inference -- Estimation Methods and Statistical Specifications -- Incorporating Heterogeneity in the 2TSF Model -- 2TSF Panel Data Models -- Allowing for Intra error Dependence -- Software for 2TSF analysis -- IV Extensions -- Extensions I 2TSF Tug of War Models -- Extensions II 2TSF Binary Response Models -- Extensions III Honey Pots and Epilogue.

This textbook provides an up-to-date treatment of the two-tier stochastic frontier model and its applications across the social sciences. It is a cohesive treatise on both the classical methods of estimation and inference and various machinations of the two-tier stochastic frontier model, as well as more recently developed tools that can shed new insight into why these opposing latent forces which affect economic, sociopolitical, and even psychological outcomes, exist, and to what extent. The text is intended to be a self-contained reference for practitioners to rely on when using these methods in their research, regardless of field. It includes sixteen empirical applications on diverse topics (labor market, housing market, consumer goods, production economics, sociology, international relations, psychology, public education, healthcare management, environmental policy). The book is accompanied by a dedicated website where 2TSF software code in the R and gretl open-source platforms is provided.

ISBN: 9783031815133$q(electronic bk.)

Standard No.: 10.1007/978-3-031-81513-3doiSubjects--Topical Terms:

183332
Stochastic analysis.

LC Class. No.: H61.25

Dewey Class. No.: 300.15118

Two-tier stochastic frontier analysis for the social sciences
LDR:02628nmm a2200325 a 4500 001 687045
003 DE-He213
005 20250413135149.0
006 m d
007 cr nn 008maaau
008 260309s2025 sz s 0 eng d
020 $a 9783031815133$q(electronic bk.)
020 $a 9783031815126$q(paper)
024 7 $a 10.1007/978-3-031-81513-3 $2 doi
035 $a 978-3-031-81513-3
040 $a GP $c GP
041 0 $a eng
050 4 $a H61.25
072 7 $a KCH $2 bicssc
072 7 $a BUS021000 $2 bisacsh
072 7 $a KCH $2 thema
082 0 4 $a 300.15118 $2 23
090 $a H61.25 $b .P213 2025
100 1 $a Papadopoulos, Alecos. $3 1001522
245 1 0 $a Two-tier stochastic frontier analysis for the social sciences $h [electronic resource] / $c by Alecos Papadopoulos, Christopher F. Parmeter.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xvii, 363 p. : $b ill. (chiefly color), digital ; $c 24 cm.
505 0 $a Concepts and Metrics -- Introduction -- Metrics for the Latent Effects -- II Models and Applications -- Incomplete Information -- Bargaining -- A Jamboree of Latent Forces -- Binary Responses and Treatment Effects -- III Tools for Estimation and Inference -- Estimation Methods and Statistical Specifications -- Incorporating Heterogeneity in the 2TSF Model -- 2TSF Panel Data Models -- Allowing for Intra error Dependence -- Software for 2TSF analysis -- IV Extensions -- Extensions I 2TSF Tug of War Models -- Extensions II 2TSF Binary Response Models -- Extensions III Honey Pots and Epilogue.
520 $a This textbook provides an up-to-date treatment of the two-tier stochastic frontier model and its applications across the social sciences. It is a cohesive treatise on both the classical methods of estimation and inference and various machinations of the two-tier stochastic frontier model, as well as more recently developed tools that can shed new insight into why these opposing latent forces which affect economic, sociopolitical, and even psychological outcomes, exist, and to what extent. The text is intended to be a self-contained reference for practitioners to rely on when using these methods in their research, regardless of field. It includes sixteen empirical applications on diverse topics (labor market, housing market, consumer goods, production economics, sociology, international relations, psychology, public education, healthcare management, environmental policy). The book is accompanied by a dedicated website where 2TSF software code in the R and gretl open-source platforms is provided.
650 0 $a Stochastic analysis. $3 183332
650 0 $a Social sciences $x Mathematical models. $3 182556
650 1 4 $a Econometrics. $3 182271
650 2 4 $a Quantitative Economics. $3 913171
650 2 4 $a Statistics in Business, Management, Economics, Finance, Insurance. $3 913173
650 2 4 $a Stochastic Modelling in Statistics. $3 922349
700 1 $a Parmeter, Christopher F. $3 887579
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-81513-3
950 $a Economics and Finance (SpringerNature-41170)