Formulation of Multifactorial Regression Model of Life Expectancy based on Correlation and Regression Analysis

Kristina Salnikova, Rinat Faizullin

2021

Abstract

The paper considers the formulation of a multifactorial regression model to study life expectancy dependence on 11 factors (GDP per capita according to purchasing power parity (PPP) in US dollars; prevalence of any type of tobacco use among women over 15 (cigarettes, pipes, hookah, etc.) as percentage of the total female population over 15 years of age; prevalence of any type of tobacco use among men over 15 as percentage of the total male population over 15 years of age; diabetes risk as percentage for the population from 20 to 79 years old; Gini index; number of children who died under 1 year of age; air pollution with PM2.5 particles (in micrograms per cubic meter) per capita; health expenditure as percentage of GDP; health expenditure per capita; annual consumption of pure alcohol per capita for the population over 15 years of age; amount of population over 65 years of age; household consumption in US dollars for further modeling and forecasting in decision-making. The aim presented in the paper consists in obtaining information about the type and extent of relationship between life expectancy and factors, exclusion of insignificant factors and formulation of the econometric model. The authors used R-Studio language to achieve this goal.

Paper Citation

in Harvard Style

Salnikova K. and Faizullin R. (2021). Formulation of Multifactorial Regression Model of Life Expectancy based on Correlation and Regression Analysis. In Proceedings of the 1st International Scientific Forum on Sustainable Development of Socio-economic Systems - Volume 1: WFSDS, ISBN 978-989-758-597-5, pages 306-312. DOI: 10.5220/0010667700003223

in Bibtex Style

@conference{wfsds21,
author={Kristina Salnikova and Rinat Faizullin},
title={Formulation of Multifactorial Regression Model of Life Expectancy based on Correlation and Regression Analysis},
booktitle={Proceedings of the 1st International Scientific Forum on Sustainable Development of Socio-economic Systems - Volume 1: WFSDS,},
year={2021},
pages={306-312},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010667700003223},
isbn={978-989-758-597-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Scientific Forum on Sustainable Development of Socio-economic Systems - Volume 1: WFSDS,
TI - Formulation of Multifactorial Regression Model of Life Expectancy based on Correlation and Regression Analysis
SN - 978-989-758-597-5
AU - Salnikova K.
AU - Faizullin R.
PY - 2021
SP - 306
EP - 312
DO - 10.5220/0010667700003223