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primary topic: http://digilib.uin-suka.ac.id/id/eprint/75394

http://digilib.uin-suka.ac.id/id/eprint/75394
type: Thesis
type: Article
title: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024)
abstract: The Open Unemployment Rate (OUR) is one of the important indicators that show the success of development in a region. West Java Province has diverse regional characteristics, resulting in varying unemployment patterns between districts/cities. Analysis using a global regression model with the Ordinary Least Square (OLS) parameter estimation method is often inaccurate because it assumes that the model parameters are constant for all observation locations, thus failing to describe the diversity of characteristics between regions or spatial heterogeneity, which is a condition where the same independent variable has a different effect on different regions or locations. As a solution, the Geographically Weighted Regression (GWR) method is used, which allows parameter estimation to be performed locally at each observation point, so that each region has different regression parameter values according to its spatial characteristics. This study aims to determine the factors and the best model that influence the Open Unemployment Rate (OUR) in West Java Province in 2024 based on the Geographically Weighted Regression (GWR) method using the Fixed Bisquare Kernel and Adaptive Bisquare Kernel weighting functions, involving the Labor Force Participation Rate (TPAK), the Percentage of Poor Population, Population Growth, Gross Regional Domestic Product (GRDP), and Labor Absorption as independent variables. The best model was obtained with GWR using the Adaptive Bisquare Kernel weighting function with a coefficient of determination (R2) value of 82,92% and an Akaike Information Criterion (AIC) value of 68,3631.
date: 2026-01-27
status: published
author list: authors
type: EPrint
type: ThesisEPrint
is part of: repository
has document: http://digilib.uin-suka.ac.id/id/document/1045029
has version: http://digilib.uin-suka.ac.id/id/document/1045029
has published: http://digilib.uin-suka.ac.id/id/document/1045029
has document: http://digilib.uin-suka.ac.id/id/document/1045030
has version: http://digilib.uin-suka.ac.id/id/document/1045030
has published: http://digilib.uin-suka.ac.id/id/document/1045030
has document: http://digilib.uin-suka.ac.id/id/document/1045041
has document: http://digilib.uin-suka.ac.id/id/document/1045042
has document: http://digilib.uin-suka.ac.id/id/document/1045043
has document: http://digilib.uin-suka.ac.id/id/document/1045044
has document: http://digilib.uin-suka.ac.id/id/document/1045045
has document: http://digilib.uin-suka.ac.id/id/document/1045046
has document: http://digilib.uin-suka.ac.id/id/document/1045047
has document: http://digilib.uin-suka.ac.id/id/document/1045048
subject: 515.6 Metode Analitik - Matematika

http://digilib.uin-suka.ac.id/id/document/1045029
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Text)
has file: 22106010034_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf
has part: 22106010034_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf

http://digilib.uin-suka.ac.id/id/document/1045030
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Text)

UIN SUNAN KALIJAGA YOGYAKARTA
type: Organization

FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA
type: Organization

NIM.: 22106010034 Carissa Fiza Azzahra
type: Person
given name: NIM.: 22106010034
family name: Carissa Fiza Azzahra

http://digilib.uin-suka.ac.id/id/document/1045041
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045030
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045030
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http://digilib.uin-suka.ac.id/id/document/1045042
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045030
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045030
ispreview thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045030

http://digilib.uin-suka.ac.id/id/document/1045043
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045030
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045030
ismedium thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045030

http://digilib.uin-suka.ac.id/id/document/1045044
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045030
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045030
issmall thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045030

http://digilib.uin-suka.ac.id/id/document/1045045
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045029
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045029
islightbox thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045029
has file: lightbox.jpg
has part: lightbox.jpg

http://digilib.uin-suka.ac.id/id/document/1045046
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
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is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045029
ispreview thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045029
has file: preview.jpg
has part: preview.jpg

http://digilib.uin-suka.ac.id/id/document/1045047
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045029
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045029
ismedium thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045029
has file: medium.jpg
has part: medium.jpg

http://digilib.uin-suka.ac.id/id/document/1045048
type: Document
label: PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024) (Other)
is version of: http://digilib.uin-suka.ac.id/id/document/1045029
is volatile version of: http://digilib.uin-suka.ac.id/id/document/1045029
issmall thumbnail version of: http://digilib.uin-suka.ac.id/id/document/1045029
has file: small.jpg
has part: small.jpg

https://digilib.uin-suka.ac.id/id/eprint/75394/
title: HTML Summary of #75394 PERBANDINGAN MODEL GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DENGAN FUNGSI PEMBOBOT FIXED BISQUARE KERNEL DAN FUNGSI PEMBOBOT ADAPTIVE BISQUARE KERNEL (STUDI KASUS: FAKTOR-FAKTOR YANG MEMENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA BARAT MENURUT KABUPATEN/KOTA TAHUN 2024)
format: text/html
primary topic: http://digilib.uin-suka.ac.id/id/eprint/75394

515.6 Metode Analitik - Matematika
type: Concept