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ITS » Paper and Presentation » Statistika
Posted by dv@its.ac.id at 25/04/2016 11:56:12  •  1801 Views


MODELLING SEVERITY FACTORS CAUSED VICTIMS OF TRAFFIC ACCIDENT USING MULTINOMIAL LOGISTIC REGRESSION CASE STUDY TRAFFIC ACCIDENT IN JAKARTA PROVINCE

PEMODELAN FAKTOR PENYEBAB KEPARAHAN KORBAN KECELAKAAN LALU LINTAS DENGAN METODE REGRESI LOGISTIK MULTINOMIAL STUDI KASUS KECELAKAAN LALU LINTAS DI PROVINSI DKI JAKARTA

Author :
RAHMAYANTI, WENY ( 1310100080 )




ABSTRAK

Kecelakaan lalu lintas merupakan penyebab terbanyak terjadinya cedera di seluruh dunia Riyadina Suhardi Permana 2009. Angka kecelakaan lalu lintas yang terjadi semakin meningkat bukan hanya dalam jumlahnya saja tetapi juga lebih mengerikan dari itu yaitu akibat kecelakaannya Adisasmita 2011. Kecelakaan lalu lintas yang terjadi secara umum dapat disebabkan oleh faktor manusia kendaraan jalan dan lingkungan Warpani 2002. Provinsi DKI Jakarta merupakan provinsi di Indonesia yang menduduki peringkat pertama dalam jumlah kecelakaan yang terjadi dibandingkan dengan provinsi lainnya di Indonesia Pemerintah Provinsi Jawa Barat 2011. Pada penelitian ini tingkat keparahan korban kecelakaan lalu lintas di Provinsi DKI Jakarta merupakan variabel respon yang terdiri dari 3 kategori yaitu korban meninggal korban luka berat dan korban luka ringan. Maka pada penelitian ini menggunakan metode regresi logistik multinomial. Berdasarkan hasil regresi logistik multinomial didapatkan hasil bahwa jenis kecelakaan usia korban jumlah kendaraan yang terlibat dan fungsi jalan berpengaruh secara signifikan dengan tingkat keparahan korban kecelakaan lalu lintas. Ketepatan klasifikasi yang dihasilkan dari pemodelan yaitu 723.


ABSTRACT

Traffic accidents are the leading cause of injury in the whole world Riyadina Suhardi Permana 2009. Amount of traffic accident that occur is increasing not only in numbers but also more terrible than that which is due to accident Adisasmita 2011. Generally traffic accidents that occur be caused by human factors vehicle road and environment Warpani 2002. Jakarta Province is a province in Indonesia which is in the first rank in the number of accidents that occur if it compare with other provinces in Indonesia West Java Provencial Goverment 2011. In this research the severity of traffic victims in the province of Jakarta is a response variable consists of three categories died serious injuries and light injuries. So in this study used multinomial logistic regression method. Based on the results of the multinomial logistic regression showed that types of accidents the age of the victim the number of vehicles involved and road function significantly affect the severity of traffic accident victims. Classification accurary which is known from model is 723.



KeywordsKeparahan Korban Kecelakaan Lalu Lintas; Model Log Linier; Regresi Logistik Multinomial
 
Subject:  none
Contributor
  1. Dr. Vita Ratnasari, S.Si., M.Si.
Date Create: 25/04/2016
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-paper-13121160008889
Collection ID: 13121160008889
Call Number: RSSt


Source
Paper and presentation, Statistics, RSSt , 2014

Coverage
ITS Community

Rights
Copyright @2016 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library




[ Download - Open Access ]

  1.  ITS-paper-41309-1310100080-paper.pdf - 546 KB
  2.  ITS-paper-41309-1310100080-presentation.pdf - 2745 KB




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