Jurnal Ilmiah Sains https://ejournal.unsrat.ac.id/v3/index.php/JIS <p><strong>Jurnal Ilmiah Sains</strong> (Journal of Scientific Sciences) is the Journals Published by Faculty of Mathematics and Natural Sciences, Sam Ratulangi University, Manado, Indonesia. Jurnal Ilmiah Sains Published Twice a Year, i.e. April and October.</p> <p><strong>Jurnal Ilmiah Sains</strong> welcomes full research articles in the area of Mathematics and Natural Sciences from the following subject areas:</p> <ul> <li>Chemistry</li> <li>Biology</li> <li>Mathematics</li> <li>Statistics</li> <li>Computer Science</li> <li>Physics</li> </ul> <p><strong>Jurnal Ilmiah Sains has been indexed by main indexing: <a href="https://app.dimensions.ai/discover/publication?search_mode=content&amp;search_text=jurnal%20ilmiah%20sains&amp;search_type=kws&amp;search_field=full_search&amp;and_facet_source_title=jour.1366596" target="_blank" rel="noopener">Dimensions</a>; <a href="https://scholar.google.co.id/citations?hl=en&amp;user=GG0SdqkAAAAJ">Google Scholar</a>; <a href="https://sinta3.kemdikbud.go.id/journals/profile/4779">Sinta</a>; <a href="https://garuda.kemdikbud.go.id/journal/view/1043">GARUDA (Garda Rujukan Digital)</a>; <a href="http://olddrji.lbp.world/Search.aspx?J=jurnal%20ilmiah%20sains&amp;S=0">Directory of Research Journals Indexing (DRJI)</a>; <a href="https://journals.indexcopernicus.com/search/form?search=Jurnal%20Ilmiah%20Sains">Index Copernicus International (ICI)</a>; <a href="https://www.worldcat.org/title/jurnal-ilmiah-sains/oclc/1163973263&amp;referer=brief_results">WorldCat</a>; <a href="https://www.crossref.org/titleList/">Crossref</a>; <a href="https://onesearch.id/Search/Results?lookfor=jurnal+ilmiah+sains&amp;type=AllFields&amp;filter%5B%5D=collection%3A%22JURNAL+ILMIAH+SAINS%22&amp;filter%5B%5D=authorStr%3A%22Pasau%2C+Guntur%22">OneSearch</a>; <a href="https://www.base-search.net/Search/Results?type=all&amp;lookfor=djoni+hatidja&amp;ling=1&amp;oaboost=1&amp;name=&amp;thes=&amp;refid=dcresen&amp;newsearch=1">Base</a><a href="https://www.crossref.org/titleList/"><br /></a></strong></p> <p><strong>JURNAL ILMIAH SAINS</strong> is Accredited Third Grade (Sinta 3/S3), <a href="https://drive.google.com/uc?export=download&amp;id=1yJ3dEbTZVwHR1ZpDecM-ngBvDqMfHJMa">(Sertificate clik here)</a> for Five Years (2021-2026) based on Decree No: 105/E/KPT/2022 (April 7, 2022) by Ministry of Education, Culture, Research and Technology (KEMDIKBUDRISTEK), The Republic of Indonesia.</p> Sam Ratulangi University en-US Jurnal Ilmiah Sains 1412-3770 <p>LICENCE: <a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_blank" rel="noopener">CC-BY-NC</a></p> <p><a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_blank" rel="noopener">This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License</a></p> Geographically Weighted Regression Modeling with Adaptive Gaussian Kernel Weighting on GRDP in Indonesia https://ejournal.unsrat.ac.id/v3/index.php/JIS/article/view/50366 <p>The purpose of this study is to determine the variables that affect Gross Regional Domestic Product (GRDP) in Indonesia in 2022 using Geographically Weighted Regression (GWR) with Adaptive Gaussian kernel weighting function. The data used in this study uses secondary data taken from the website of the Central Bureau of Statistics. The variables used are gross regional domestic product of 34 provinces in Indonesia (Y, in billion rupiah), labor force participation rate (X1, in %), foreign investment (X2, in million dollars), open unemployment rate (X3, in %) and human development index (X4, in %). Data were analyzed using GWR with adaptive gaussian kernel weighting function. GRDP in all provinces on the island of Sumatra (11 provinces), DKI Jakarta province, Banten province, and West Kalimantan province are influenced by foreign investment (X<sub>2</sub>) and human development index (X<sub>4</sub>). Meanwhile, GRDP in the other 19 provinces is only influenced by foreign investment (X<sub>2</sub>). GWR model with adaptive gaussian kernel weighting function is formed differently for each province in Indonesia.</p> <p><strong>Keywords</strong>: Adaptive gaussian kernel; GWR;<em> g</em>ross regional domestic product</p> Frangly Elviano Tangka Djoni Hatidja Winsy Ch.D Weku Copyright (c) 2024 Frangly Elviano Tangka, Djoni Hatidja, Winsy Ch.D Weku https://creativecommons.org/licenses/by-nc/4.0 2024-06-11 2024-06-11 110 119 10.35799/jis.v24i2.50366