Media Statistika
Vol 14, No 1 (2021): Media Statistika

GEOGRAPHICALLY WEIGHTED PANEL REGRESSION WITH FIXED EFFECT FOR MODELING THE NUMBER OF INFANT MORTALITY IN CENTRAL JAVA, INDONESIA

Rusgiyono, Agus (Unknown)
Prahutama, Alan (Unknown)

Article Info

Publish Date
30 Jun 2021

Abstract

One of the regression methods used to model by region is Geographically Weighted Regression (GWR). The GWR model developed to model panel data is Geographically Weighted Panel Regression (GWPR). Panel data has several advantages compared to cross-section or time-series data. The development of the GWPR model in this study uses the Fixed Effect model. It is used to model the number of infant mortality in Central Java. In this study, the weighting used by the fixed bisquare kernel resulted in a significant variable percentage of clean and healthy households. The value of R-square is 67.6%. Also in this paper completed by spread map base on GWPR model.

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Journal Info
Media Statistika
Website

Abbrev

media_statistika

Publisher

Universitas Diponegoro

Subject

Decision Sciences, Operations Research & Management

Description

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