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All Journal CAUCHY: Jurnal Matematika Murni dan Aplikasi Mutiara Medika: Jurnal Kedokteran dan Kesehatan
Ardianti, Deby
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Health Professions Mathematics Medicine & Pharmacology

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Journal : CAUCHY: Jurnal Matematika Murni dan Aplikasi

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Distance and Areas Weighting of GWR Kriging for Stunting Cases In East Java Ardianti, Deby; Pramoedyo, Henny; Nurjannah, Nurjannah
CAUCHY Vol 6, No 4 (2021): CAUCHY: Jurnal Matematika Murni dan Aplikasi
Publisher : Mathematics Department, Maulana Malik Ibrahim State Islamic University of Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18860/ca.v6i4.10455

Abstract

Spatial heterogeneity shows the characteristic location from one location to others location and it is the main assumption in Geographically Weighted Regression.  The location becomes a weight on GWR model, There are two groups of location weight namely based on distance and area. The weight considers the closeness between the location. The accuracy weighted is needed because the weighting represents the data location. The aim of this research was to get a suitable weighting method for stunting data. This research used secondary data about stunting and the influence factors of stunting such as coverage visiting of pregnant women (K1), consumption of FE tablet, exclusive of breastfeeding, immunization coverage, and clean health behaviour. Those data obtained from the Healthy Ministry of East Jawa.Based on the results of this research show that the goodness weighting for GWR modell is Adaptive Bisquare Kernel (distance weighting). The predicted mapping stunting is showed by interpolation Kriging with a range of 27%  to 49,5%.
Co-Authors Fernandes, Adji Achmad Henny Pramoedyo Mudjiono Mudjiono, Mudjiono Nurjannah Nurjannah Septiani, Kurniawati