Multivariate Statistical Analysis Decision-making Hybrid Method for Road Traffic Safety Evaluation in Iran
Authors
Abstract:
Obviously, improving the road safety and the efficient allocation of limited resources to the provinces according to their ranking should be done. This paper presents a hybrid method of multivariate statistical analysis-decision making to evaluate Iran road traffic safety. In order to solve the problems of road traffic safety, a macroscopic evaluation and traffic safety level classification in Iran was carried out. An index system which consists of 14 relative indexes for road traffic safety evaluation was established. The principal component analysis method was used to reduce the dimensions of the multi-index data. Based on this, 2 components were extracted. The Index of Road Traffic Safety (IRTS) was calculated to rank the provinces of the country. A K-means method was applied to classify the provinces. A TOPSIS technique was used to examine the status of each cluster in terms of safety levels. Results showed that there are 4 safety levels entitled good, average, weak and very weak. The levels are approximately similar to result of the rankings.
similar resources
multivariate statistical analysis decision-making hybrid method for road traffic safety evaluation in iran
obviously, improving the road safety and the efficient allocation of limited resources to the provinces according to their ranking should be done. this paper presents a hybrid method of multivariate statistical analysis-decision making to evaluate iran road traffic safety. in order to solve the problems of road traffic safety, a macroscopic evaluation and traffic safety level classification in ...
full textStatistical Analysis of Two-lane Roundabout Data for Traffic Control Decision-Making in an Urban Area
Researches using existing statistics and data collected from the area of study help officials at decision-making, to improve the region's problems, like the problem of the high rate of accidents in the region, despite the low volume of daily service. The uses of roundabouts in many parts of the world have many advantages over intersections, amongst them are increased safety and capacity and red...
full textA New Hybrid Decision Making Method for Selecting Roller Concrete Road Pavement Technology Transfer Method
In today's competitive market, technology transfer is an important problem for firms, organizations and governments. Therefore, making right decisions on selecting a suitable technology and designing an appropriate process to transfer it may have significant influence on the performance of organizations. In this paper, we present a new method to obtain a suitable technology transfer strategy fo...
full textEvaluation of Decision-making Units in Reducing Traffic Accidents Using Data Envelopment Analysis
Background and Objectives: Road accidents are one of the most important causes of death and severe bodily injuries and financial damages, and its social, cultural, and economic consequences have severely threatened human societies. The purpose of this study was to use data envelopment analysis (DEA) to measure the efficiency of provincial traffic police in reducing accidents in 2018 and determi...
full textAn integrated Decision-Making Approach for Road Transport Evaluation in a Sustainable Supply Chain
One important step to achieve a sustainable transportation system is to control the impact and evaluate the effect of various influencing factors toward three dimensions of sustainability. Within this context, diverse analytical approaches have been developed to assess the sustainability level of various transportation systems, however, sustainability evaluation based on fuzzy multiple criteria...
full textModeling of Banks Bankruptcy in Iran (Multivariate Statistical Analysis)
In this paper we construct a modeling for detection of banks which are experiencing serious problems. Sample and variable set of the study contains 30 banks of Iran during 2006-2014 and their financial ratios. Well known multivariate statistical technique (principal component analysis) was used to explore the basic financial characteristics of the banks, and discriminant Logit and Probit models ...
full textMy Resources
Journal title
volume 5 issue None
pages 59- 69
publication date 2015-08
By following a journal you will be notified via email when a new issue of this journal is published.
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023