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Previous issue (2021. Vol. 11, no. 1)

Modelling and Data Analysis

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 2219-3758

ISSN (online): 2311-9454


License: CC BY-NC 4.0

Started in 2011

Published 4 times a year

Free of fees
Open Access Journal


Study of the Infl uence of Various Factors on the Number of Victims in Road Accidents Using Regression Analysis Methods 108


Goryainov A.V.
PhD in Physics and Matematics, Associate Professor, Moscow Aviation Institute (National Research University), Moscow, Russia

Polyakov E.A.
Bachelor of Applied Mathematics, Master’s Degree Student, Moscow Aviation Institute (National Research University), Moscow, Russia

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.

Keywords: multiple regression, least squares method, traffic accident

Column: Data Analysis


For Reference

  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.

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