Generalized method of moments' characteristics and its application on paneldata

Generalized Method of Moments(GMM) is an estimation procedure that allows econometric models especially in panel data to be specified while avoiding often unwanted or unnecessary assumption, such as specifying a particular distribution for the errors, Panel data is combination of time series and cro...

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Main Authors: Utami, Bernadhita H. S, Warsono, Dian Kurniasari, Usman, Mustofa, Elfaki, Faiz Ahmed Mohamed
Format: Article
Language:English
Published: Sci.Int.(Lahore) 2014
Subjects:
Online Access:http://irep.iium.edu.my/38201/
http://irep.iium.edu.my/38201/3/Sci._Int_%28Lahore%29_Generalised_method.pdf
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author Utami, Bernadhita H. S
Warsono, Dian Kurniasari
Usman, Mustofa
Elfaki, Faiz Ahmed Mohamed
author_facet Utami, Bernadhita H. S
Warsono, Dian Kurniasari
Usman, Mustofa
Elfaki, Faiz Ahmed Mohamed
author_sort Utami, Bernadhita H. S
building IIUM Repository
collection Online Access
description Generalized Method of Moments(GMM) is an estimation procedure that allows econometric models especially in panel data to be specified while avoiding often unwanted or unnecessary assumption, such as specifying a particular distribution for the errors, Panel data is combination of time series and cross section data that contain observations on thousands of individuals or families, each observed as several points in time. Furthermore, the Generalized Method of Moments estimator is obtained by minimizing the criterion function bu making sample moment match the population moment. The point of this research is to analyze characteristics GMM estimator on panel data fixed effect models especially unbiasedness, variance minimum, consistency, and normal asymptotic distributed estimator properties. This paper also provide the application of GMM estimation on the area of "Cost for United States Airlines on Six Firms from 1970-1984".
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spelling iium-382012015-01-07T18:40:00Z http://irep.iium.edu.my/38201/ Generalized method of moments' characteristics and its application on paneldata Utami, Bernadhita H. S Warsono, Dian Kurniasari Usman, Mustofa Elfaki, Faiz Ahmed Mohamed TA329 Engineering mathematics. Engineering analysis Generalized Method of Moments(GMM) is an estimation procedure that allows econometric models especially in panel data to be specified while avoiding often unwanted or unnecessary assumption, such as specifying a particular distribution for the errors, Panel data is combination of time series and cross section data that contain observations on thousands of individuals or families, each observed as several points in time. Furthermore, the Generalized Method of Moments estimator is obtained by minimizing the criterion function bu making sample moment match the population moment. The point of this research is to analyze characteristics GMM estimator on panel data fixed effect models especially unbiasedness, variance minimum, consistency, and normal asymptotic distributed estimator properties. This paper also provide the application of GMM estimation on the area of "Cost for United States Airlines on Six Firms from 1970-1984". Sci.Int.(Lahore) 2014 Article PeerReviewed application/pdf en http://irep.iium.edu.my/38201/3/Sci._Int_%28Lahore%29_Generalised_method.pdf Utami, Bernadhita H. S and Warsono, Dian Kurniasari and Usman, Mustofa and Elfaki, Faiz Ahmed Mohamed (2014) Generalized method of moments' characteristics and its application on paneldata. Science International Lahore, 26 (3). pp. 985-990. ISSN 1013-5316
spellingShingle TA329 Engineering mathematics. Engineering analysis
Utami, Bernadhita H. S
Warsono, Dian Kurniasari
Usman, Mustofa
Elfaki, Faiz Ahmed Mohamed
Generalized method of moments' characteristics and its application on paneldata
title Generalized method of moments' characteristics and its application on paneldata
title_full Generalized method of moments' characteristics and its application on paneldata
title_fullStr Generalized method of moments' characteristics and its application on paneldata
title_full_unstemmed Generalized method of moments' characteristics and its application on paneldata
title_short Generalized method of moments' characteristics and its application on paneldata
title_sort generalized method of moments' characteristics and its application on paneldata
topic TA329 Engineering mathematics. Engineering analysis
url http://irep.iium.edu.my/38201/
http://irep.iium.edu.my/38201/3/Sci._Int_%28Lahore%29_Generalised_method.pdf