Regresi Model Data Panel Efek Tetap dengan Metode Within Group pada Data Indeks Pembangunan Manusia Provinsi Sulawesi Selatan

Andi Sitti Fahmi Riyanti Hufaini, Raupong Raupong, Nirwan Ilyas

Abstract


This research aims to describe the parameter estimation of the regression model on the panel data by approaches of Fixed Effects Model with within a group method. This research aims to determine the factors that influence the Human Development Index in South Sulawesi Province in 2011-2017 using Panel Data Regression Analysis. The regression model was obtained from the maximum likelihood estimation using within group approach using a mean for each independent variable and the dependent variable to find out the intercept differences in each city or cross-section that explains the effect of regional differences and to find out the intercept differences for cross sectional or time series. The results showed that the average length of the school variable (𝑋1) and life expectancy variable (X2) significantly affects the Human Development Index (Y) in the Province of South Sulawesi in 2011-2017.

Keywords


Human Development Index, Average Length of School, Life Expectancy, Fixed Effect Model

Full Text:

PDF

References


Baltagi, B. Econometrics Analysis of Panel Data (3rd ed). England: John Wiley & Sons Ltd, 2005.

Islamiyati, A. Regresi Spline Polynomial Truncated Biprediktor untuk Identifikasi Perubahan Jumlah Trombosit Pasien Demam Berdarah Dengue. Al khwarizmi, 7 (2) : 97-110, 2019.

Islamiyati, A. Taksiran Kurva Regresi Spline pada Data Longitudinal dengan Kuadrat Terkecil. Jurnal Matematika, Statistika & Komputasi, 11(1) : 97-102, 2014.

Basuki, A. T. Regresi Model Pam, Ecm dan Data Panel dengan Eviews 7. 2015.

Anisa, N. I. Analisis Data Panel Model Efek Acak pada Data Kemiskinan di Provinsi Sulawesi Selatan. Jurnal Matematika, Statistika, dan Komputasi, 110-130, 2012.

BPS. Indeks Pembangunan Manusia 2014 Metode Baru. Retrieved from Badan Pusat Statistik Website, 2015.

Hsiao, C. Analysis of panel data (No. 54). Cambridge university press, 2014.

Gujarati, D. P. Dasar - Dasar Ekonometrika Edisi 2. Jakarta: Salemba Empat, 2013.

Pangestika, S. Analisis Estimasi Model Regresi Data Panel Dengan Pendekatan Common Effect Model (CEM), Fixed Effect Model (FEM), Dan Random Effect Model (REM). Skripsi. FMIPA Universitas Negeri Semarang, 2015.




DOI: http://dx.doi.org/10.20956/ejsa.v1i1.9276

Refbacks

  • There are currently no refbacks.


Office Address:

Department of Statistics Faculty of Mathematics and Natural Sciences Hasanuddin University
Jl. Perintis Kemerdekaan Km. 10 Tamalanrea Makassar - Indonesia, 90245

ESTIMASI is indexed by:
 

Creative Commons LicenseJournal of Statistics and Its Application is licensed under a Creative Commons Attribution 4.0 International License

View My Stats

ESTIMASI: Journal of Statistics and Its Application, p-ISSN: 2721-379X and e-ISSN: 2721-3803