Modelling Biodiesel Production of Banking Scheme With Spline Regression

The portion of renewable energy, one of which is biodiesel production in Indonesia, still relatively low due several obstacles, such as the banking financing scheme. Therefore, this research was carried out by involving banking variables, including the banks, third parties fund and Gross Domestic Re...

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Main Authors: Aditya Idris, Zulfadli Ali
Format: Article
Language:English
Published: Universitas Negeri Semarang 2023-05-01
Series:JEJAK: Jurnal Ekonomi dan Kebijakan
Subjects:
Online Access:https://journal.unnes.ac.id/nju/index.php/jejak/article/view/43239
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author Aditya Idris
Zulfadli Ali
author_facet Aditya Idris
Zulfadli Ali
author_sort Aditya Idris
collection DOAJ
description The portion of renewable energy, one of which is biodiesel production in Indonesia, still relatively low due several obstacles, such as the banking financing scheme. Therefore, this research was carried out by involving banking variables, including the banks, third parties fund and Gross Domestic Regional Product of each province to find the best model that affected the rate of biodiesel production in Indonesia. The Spline Regression method was employed here. Modelling the rate of biodiesel production was done by using the knots point method with the smallest GCV Value. Based on the findings, all variables had an influence with a coefficient of determination of 50%, meaning that the model formed was feasible to use in the modelling data patterns. Among these 3 variables, the variable banks had the best influence in determinang tha rate of biodoesel production in each province in Indonesia. In conclusion, the financing scheme from the banking side is an important thing to do considering that the more the number banks in a province, the greater the development potenstial of biodiesel production from each of these provinces.
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spelling doaj.art-5cfadd636cb44551a60b2f16b4f63f0d2023-07-03T03:03:21ZengUniversitas Negeri SemarangJEJAK: Jurnal Ekonomi dan Kebijakan2460-51232023-05-0116110.15294/jejak.v16i1.4323913974Modelling Biodiesel Production of Banking Scheme With Spline RegressionAditya Idris0Zulfadli AliUIN Alauddin MakassarThe portion of renewable energy, one of which is biodiesel production in Indonesia, still relatively low due several obstacles, such as the banking financing scheme. Therefore, this research was carried out by involving banking variables, including the banks, third parties fund and Gross Domestic Regional Product of each province to find the best model that affected the rate of biodiesel production in Indonesia. The Spline Regression method was employed here. Modelling the rate of biodiesel production was done by using the knots point method with the smallest GCV Value. Based on the findings, all variables had an influence with a coefficient of determination of 50%, meaning that the model formed was feasible to use in the modelling data patterns. Among these 3 variables, the variable banks had the best influence in determinang tha rate of biodoesel production in each province in Indonesia. In conclusion, the financing scheme from the banking side is an important thing to do considering that the more the number banks in a province, the greater the development potenstial of biodiesel production from each of these provinces.https://journal.unnes.ac.id/nju/index.php/jejak/article/view/43239banking scheme, biodiesel production, spline regression
spellingShingle Aditya Idris
Zulfadli Ali
Modelling Biodiesel Production of Banking Scheme With Spline Regression
JEJAK: Jurnal Ekonomi dan Kebijakan
banking scheme, biodiesel production, spline regression
title Modelling Biodiesel Production of Banking Scheme With Spline Regression
title_full Modelling Biodiesel Production of Banking Scheme With Spline Regression
title_fullStr Modelling Biodiesel Production of Banking Scheme With Spline Regression
title_full_unstemmed Modelling Biodiesel Production of Banking Scheme With Spline Regression
title_short Modelling Biodiesel Production of Banking Scheme With Spline Regression
title_sort modelling biodiesel production of banking scheme with spline regression
topic banking scheme, biodiesel production, spline regression
url https://journal.unnes.ac.id/nju/index.php/jejak/article/view/43239
work_keys_str_mv AT adityaidris modellingbiodieselproductionofbankingschemewithsplineregression
AT zulfadliali modellingbiodieselproductionofbankingschemewithsplineregression