Astuti, Alfira Mulya (2023) A modified generalized estimating equation approach for simultaneous spatial durbin panel model: case study of economic growth in ASEAN countries. Decision Science Letters, 12 (2). pp. 369-388. ISSN 1929-5812

	Text (Artikel Jurnal) artikel DSL Growing Science.pdf - Published Version Available under License Creative Commons Attribution Non-commercial No Derivatives. Download (880kB)
	Text (Hasil plagiasi) modified generalized.pdf - Supplemental Material Available under License Creative Commons Attribution Non-commercial No Derivatives. Download (4MB)
	Text (Korespondensi) Korespondensi DSL Gab.pdf - Supplemental Material Available under License Creative Commons Attribution Non-commercial No Derivatives. Download (153kB)

Abstract

ENGLISH This article briefly explains the simultaneous spatial durbin panel (SSDP) model. The study of the SSDP model is substantial because it can explain the interaction between geographic units, is more informative, diverse, efficient, exhaustive, and accurate in reaching conclusions that influence the policy determination. This article’s intention is to derive a parameter estimation method from the SSDP model using a modified generalized estimating equation approach, which is then used to model economic growth in ASEAN nations. This article compares the SSDP model with rook contiguity, 2-nearest neighbors, and a customized spatial weighted matrix in relation to an independent, first-order autoregressive, exchangeable working correlation structure. To model economic growth in ASEAN countries, a customized weighted matrix with first-order autoregressive and exchangeable working correlations is chosen based on the CIC value. The parameter analysis outcomes indicate: 1) it is a significant spatial dependence among ASEAN countries; 2) it is a significant simultaneous interaction among the gross domestic product (GDP) and foreign direct investment (FDI); 3) GDP has a greater influence on FDI than FDI does on GDP; 4) The economic growth is directly affected by the labor force total; and 5) trade openness has a direct effect on FDI.

Item Type:	Article
Uncontrolled Keywords:	economic growth; spatial econometrics; panel data; simultaneous equation; generalized estimating equation
Subjects:	01 MATHEMATICAL SCIENCES > 0104 Statistics > 010401 Applied Statistics 14 ECONOMICS > 1403 Econometrics > 140304 Panel Data Analysis
Divisions:	Fakultas Tarbiyah dan Keguruan > Jurusan Tadris Matematika
Depositing User:	Dr. Alfira Mulya Astuti
Date Deposited:	09 Jun 2023 07:55
Last Modified:	20 Jun 2023 06:26
URI:	http://repository.uinmataram.ac.id/id/eprint/3137

Actions (login required)

View Item