Forecasting Academic Performance using Multiple Linear Regression

Abstract

Regression is one of the most powerful statistical methods used in educational researches. This paper shows the important instance of regression methodology called Multiple Linear Regression MLR and proposes a framework of the forecasting of the students' test scores, based on Intelligence Quotient IQ and the number of hours that the students studied. This paper was applied the aid of the Statistical Package for Social Sciences SPSS version 23 and PYTHON version 3.7. Yee Mon Khaing | Aung Cho "Forecasting Academic Performance using Multiple Linear Regression" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26517.pdfPaper URL: https://www.ijtsrd.com/computer-science/data-miining/26517/forecasting-academic-performance-using-multiple-linear-regression/yee-mon-khaing

Authors and Affiliations

Keywords

Related Articles

A Case Report on Hepatitis C Induced Acute Immune Thrombocytopenia

Chronic hepatitis C virus HCV infection is recognized as a global health problem with 170 to 200 million people estimated to be infected worldwide. Chronic HCV is one of the most common chronic viral infections worldwide...

Social Support and Mental Health Status among Community Dwelling Elderly

Ageing process is multi-disciplinary in nature, because it is a result of complex phenomena in connection with the physiological, psychological, and social. The problems of aged are manifold. Moreover these problems vary...

Fishermen Nautical Border Alert System

The assessment is done on a variety of methods of tracking and alerting the fishermen in maritime using GPS. Navigation in marine is the most important factor used by the fishermen. The tracking system uses the electroni...

Antibacterial Activity and Phytochemical Analysis of Euphorbia hirta Against Clinical Pathogens

Euphorbia hirta powdered plant material was extracted using two solvents distilled water and methanol. The water extract provide higher yield and also more antibacterial effectiveness than methanol extract used. The well...

The Suture Line: Himalayan Belt

Suture is very common term used to explain the plate boundary in geography and geology. The term suture is a medical term but geographically it refers to the area of convergent plate margin. Area is very important for th...

Download PDF file
  • EP ID EP628869
  • DOI 10.31142/ijtsrd26517
  • Views 101
  • Downloads 0

How To Cite

(2019). Forecasting Academic Performance using Multiple Linear Regression. International Journal of Trend in Scientific Research and Development, 3(5), 1187-1189. https://europub.co.uk/articles/-A-628869