ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI LAJU PERTUMBUHAN PENDUDUK KOTA SEMARANG TAHUN 2011 MENGGUNAKAN GEOGRAPHICALLY WEIGHTED LOGISTIC REGRESSION
| Main Authors: | Aji, Catra Aditya Wisnu, Mukid, Moch. Abdul, Yasin, Hasbi |
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| Format: | Article info application/pdf Journal |
| Bahasa: | eng |
| Terbitan: |
Departemen Statistika FSM Undip
, 2014
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| Subjects: | |
| Online Access: |
https://ejournal3.undip.ac.id/index.php/gaussian/article/view/5902 https://ejournal3.undip.ac.id/index.php/gaussian/article/view/5902/5691 |
Daftar Isi:
- Geographically Weighted Logistic Regression (GWLR) is a local form of logistic regression where geographical factors considered and it is assumed that the Bernoulli distribution of data used to analyze spatial data from non-stationary processes. This research will determine the factors that affect the Population Growth Rate (PGR) in the Semarang city using logistic regression and GWLR with a weighting function of bisquare kernel and gaussian kernel. The result showed that GWLR model with a weighting function of bisquare kernel better than logistic regression model and GWLR model with a weighting function of gaussian kernel because it has the smallest AIC value and classification accuracy is 87,5%. Factor that have significant effect is the number of couples of childbearing age in the Semarang city.