استنباط بیزی بر روی اختلاف آلودگی هوا در غرب و شرق تهران

گنجی, مسعود and آبروش, اکبر (2017) استنباط بیزی بر روی اختلاف آلودگی هوا در غرب و شرق تهران. University of Mohaghegh Ardabili, University of Mohaghegh Ardabili.

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Abstract

Air pollution in the metropolis of Tehran is a serious environmental issue. Assign optimal budget to deal with air pollution problems in the east (region 4) and west (region 22) of Tehran, determining the optimal proportion of green spaces and tree planting in these two regions, determining the ratio of applying optimal traffic constraints in these two regions and similar problems, are needed to be introduced as a statistical optimization scale for solving them. Unfortunately, so far, no study has been done in this regard, and research on this issue is necessary. The main purpose of this research is to investigate the difference between the air pollution in East and West of Tehran and provide a benchmark for responding to the above issues. A new statistical approach has been proposed to compare the air pollution in the east and west of Tehran, which eliminates the problems of conventional methods such as t-test and the nonparametric tests. Furthermore, the probability that air pollution in the east of Tehran be more than western part of it would be achieved by a Bayesian method. The value of this probability, called R, has been used as an optimal scale for allocating air pollution-related assets between the two regions.

Item Type: Other
Persian Title: استنباط بیزی بر روی اختلاف آلودگی هوا در غرب و شرق تهران
Persian Abstract: در این تحقیق با یک رویکرد جدید احتمالی و با استفاده از روش های آمار بیزی میزان آلودگی شرق و غرب تهران با هم مقایسه میشوند. در واقع، ابتدا یک توزیع آماری روی دادههای آلودگی هوای این دو منطقه برازش شده و سپس احتمال اینکه غرب تهران آلودگی هوای بیشتری از شرق تهران داشته باشد به روشهای بیزی برآورد میشود. در ادامه، فواصل باورمند بیزی نیز برای این احتمال بدست می آید.
Subjects: Research Projects
Divisions: Subjects > Faculty of Basic Sciences > Department of Statistics & Computer Sciences
Faculty of Basic Sciences > Department of Statistics & Computer Sciences
Date Deposited: 30 Jun 2019 07:26
Last Modified: 30 Jun 2019 07:26
URI: http://repository.uma.ac.ir/id/eprint/8365

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