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Modelling and Data Analysis
2020. Vol. 10, no. 1, 64–74
https://doi.org/10.17759/mda.2020100103
ISSN: 2219-3758 / 2311-9454 (online)

Study of the Infl uence of Various Factors on the Number of Victims in Road Accidents Using Regression Analysis Methods

 
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Abstract

In the paper is considered the dependence of the total number of dead and injured on various characteristics of the accident and the construction of models for estimating the total number of dead and injured.

General Information

Keywords: multiple regression, least squares method, traffic accident

Journal rubric: Data Analysis

OpenAlex citations: 0

OpenAlex trends: Economic and Technological Systems Analysis, Transportation Systems and Logistics

Information about the work in OpenAlex

Number of citations: 0

Topics

Economic and Technological Systems Analysis

This cluster of papers covers a wide range of topics related to digital transformation, innovation management, and the integration of information technologies in various domains. It includes research on quality management, cyber-physical systems, big data, sustainability, neural networks, environmental safety, and project management.

Number of works: 36814  |  Total number of citations: 64075

Topic detailsв OpenAlex

Transportation Systems and Logistics

This cluster of papers focuses on the development and improvement of traffic safety systems and infrastructure, including intelligent transportation systems, road infrastructure, vehicle diagnostics, traffic management, and the environmental impact of transportation. It addresses topics such as accident reconstruction, digital technologies in transportation, and the impact of operational factors on environmental safety.

Number of works: 24013  |  Total number of citations: 38397

Topic detailsв OpenAlex

Work details in OpenAlex

Article type: scientific article

DOI: https://doi.org/10.17759/mda.2020100103

Published

For citation: Goryainov, A.V., Polyakov, E.A. (2020). Study of the Infl uence of Various Factors on the Number of Victims in Road Accidents Using Regression Analysis Methods. Modelling and Data Analysis, 10(1), 64–74. (In Russ.). https://doi.org/10.17759/mda.2020100103

© Goryainov A.V., Polyakov E.A., 2020

License: CC BY-NC 4.0

References

  1. Goryainova E.R., Pankov A.R., Platonov E.N. Applied Methods of Statistical Data Analysis (Prikladnye metody analiza statisticheskikh dannykh); National Research University “Higher School of Economics”. M.: Publishing house of the Higher School of Economics, 2012.
  2. Demidenko E.Z. Linear and Nonlinear Regression (Lineynaya i Nelineynaya Regressii). M.: Finansy i statistika, 1981.
  3. Esina M.G., Lobova A.A., Khongorova O.V., Sharabanova I.Yu. Statistical Analysis of Traffi c Accidents as a Sphere of Public Relations (Statisticheskiy Analiz Dorozhno-Transportnykh Proisshestviy Kak Sfery Obshhestvennykh Otnosheniy). Russian Journal of Education and Psychology. 2017. №6-2.
  4. Makhova O.A. Theoretical Aspects of Applied Analysis of Deaths in Traffi c Accidents (Teoreticheskie Voprosy Prikladnogo Analiza Amertnosti iz-za DTP). Statistika i ekonomika. 2014. №6.
  5. Seber Dzh. Linear Regression Analysis (Lineynyi Regressionnyi Analiz). M.: Mir, 1980.
  6. Fattakhov T.A. Traffi c Traumatism in Russia and its Factors (Dorozhno-transportnyi travmatizm v Rossii i ego faktory). Socialnye aspekty zdorovya naseleniya. 2015. №4.

Information About the Authors

Alexander V. Goryainov, Candidate of Science (Physics and Matematics), Associate Professor, Moscow Aviation Institute (National Research University), Moscow, Russian Federation, e-mail: agoryainov@gmail.com

Evgeny A. Polyakov, Bachelor of Applied Mathematics, Master’s Degree Student, Moscow Aviation Institute (National Research University), Moscow, Russian Federation, e-mail: polyakovevgeny96@mail.ru

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