Predictive Analysis for Higher Studies in Rural Region using Linear Regression Model

  • Kirti Soni, Sharad Gangele, Dr.Sharad Gangele

Abstract

The analysis and survey of higher education with reference to subject selection by students, and gender ratio for subject selection are the turning points for academic research in India. In this paper, a survey data from students of rural region were collected according to their choice of subject, preference etc. Based on the survey data a predictive model is developed using linear regression model for selected subjects. The developed model is used to predict expected subject selection by boys and girls. Among the subject (Mathematics, Biology, Arts, Commerce and Agriculture), the proposed model predicts estimated result based on Linear Regression in the subject selection probability of students (boys and girls), further, this analysis can be utilized for developing educational business model.

Published
2020-04-30
How to Cite
Kirti Soni, Sharad Gangele, Dr.Sharad Gangele. (2020). Predictive Analysis for Higher Studies in Rural Region using Linear Regression Model. International Journal of Advanced Science and Technology, 29(8s), 3829 - 3840. Retrieved from http://sersc.org/journals/index.php/IJAST/article/view/19070