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Modelling and Data Analysis
2020. Vol. 10, no. 1, 64–74
doi: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

202

A.V. Goryainov, E.A. Polyakov

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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

Article type: scientific article

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

For citation: Goryainov A.V., Polyakov E.A. Study of the Infl uence of Various Factors on the Number of Victims in Road Accidents Using Regression Analysis Methods. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2020. Vol. 10, no. 1, pp. 64–74. DOI: 10.17759/mda.2020100103. (In Russ., аbstr. in Engl.)

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, PhD in Physics and Matematics, Associate Professor, Moscow Aviation Institute (National Research University), Moscow, Russia, e-mail: agoryainov@gmail.com

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

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