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All Journal Media Statistika Jurnal Statistika Universitas Muhammadiyah Semarang Jurnal Kesehatan Masyarakat Inferensi Jurnal Statistika dan Matematika (Statmat) Jurnal Abdiraja Sewagati Jurnal Pengabdian Masyarakat Kesehatan Journal of Research on Community Engagement Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal)
Shofi Andari
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Journal : Media Statistika

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APLIKASI GENERALIZED SPACE TIME AUTOREGRESSIVE (GSTAR) PADA PEMODELAN VOLUME KENDARAAN MASUK TOL SEMARANG Anggraeni, Dian; Prahutama, Alan; Andari, Shofi
MEDIA STATISTIKA Vol 6, No 2 (2013): Media Statistika
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (625.794 KB) | DOI: 10.14710/medstat.6.2.61-70

Abstract

Time series data from neighboring separated location often associated both spatially and through time. Generalized space time autoregrresive (GSTAR) model is one of the most common used space-time model to modeling and predicting spatial and time series data. This study applied GSTAR to modeling vehicle volume entering four tollgate (GT) in Semarang City: GT Muktiharjo, GT Gayamsari, GT Tembalang, and GT Manyaran. The data was collected by month from 2003 to 2009. The best model provided by this study is GSTAR (21)-I(1,12) uniformly weighted with the smallest REMSE mean 76834. Key words: GSTAR, Vehicle Volume, Space-Time Model
Co-Authors Achmad Choiruddin Ahmad Zaini Alan Prahutama Anak Agung Gede Sugianthara Angga Dwi Mulyanto Arief Kurniawan Auliarahmi, Annisa Bambang W. Otok Bambang Widjanarko Otok Bambang Widjanarko Otok Boedinugroho, Hanny Choiruddin, Achmad Cindy Cahyaning Astuti David Kusmawan Diah Puspito Wulandari Eka Diah Kartiningrum Fandiantoro, Dion Hayu Gustina, Ira Hargandi, Priyanka Indri Hapsari Susilowati Jerry Dwi Trijoyo Purnomo Jorge Mateu Juniastuti, Susi muhammad fikri Pitriani Purhadi Purhadi Purhadi Rahmawati, Novi Agung Santi W. Purnami Santi Wulan Purnami Santi Wulan Purnami SUTIKNO Wirawan, Mufti Yoyon Kusnendar Suprapto