Jurnal Bayesian : Jurnal Ilmiah Statistika dan Ekonometrika
Vol. 3 No. 2 (2023): Jurnal Bayesian : Jurnal Ilmiah Statistika dan Ekonometrika

KOMPARASI PEMODELAN REGRESI OLS GAUSSIAN, BETA DAN REGRESI FRACTIONAL PADA DATA RASIO

Pardomuan Robinson Sihombing (BPS-Statistics)
Ade Marsinta Arsani (BPS-Statistics)
Ni Komang Semara Yanti (Udayana University)
Putu Pande Wahyu Diatmika (Udayana University)
Nurhidayati Nurhidayati (PKN-STAN)
Sigit Budiantono (PKN-STAN)



Article Info

Publish Date
09 Sep 2023

Abstract

The Public Health Development Index (PHDI) is an indicator that describes health problems and plays a role in efforts to increase long and healthy life expectancy. This study aims to compare PHDI modeling in 35 City Districts of Central Java Province using Gaussian-based regression (OLS), beta regression and fractional regression. The independent variables used are the percentage of poor people and the percentage of households accessing proper sanitation. Data is sourced from the Ministry of Health and Central Java Statistics Agency. All three models gave the same results for both simultaneous and partial tests in modeling PHDI modeling cases. Fractional regression models provide the best results with the smallest error value criteria (AIC and BIC). The percentage of poor people has a significant negative effect on IPKM while the percentage of proper sanitation has a significant positive effect on PHDI. Based on these results, it is expected that policy makers can provide comprehensive and targeted policies in improving PHDI in Indonesia

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Journal Info

Abbrev

home

Publisher

Subject

Economics, Econometrics & Finance Mathematics

Description

Jurnal Bayesian : Jurnal Ilmiah Statistika dan Ekonometrika adalah Jurnal Ilmiah yang terbit secara daring pada bulan MARET dan SEPTEMBER. untuk menyebarluaskan hasil-hasil penelitian dalam bidang Statistika, Ekonometrika dan sub ilmu statistika ...