Deriving the Formula for Linear Regression


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Authors

  • Nirbhay Narang Jayshree Periwal International School, Jaipur, Rajasthan, India

Keywords:

Linear Regression, Matrices, Machine Learning, Planes of best fit, Linear Algebra

Abstract

The goal of this research paper is to determine a generalised formula for the line and plane of best fit given a set of points in 2 and 3 dimensions respectively, as well as generalising a formula for a function of best fit in $n$ dimensions. The applications are wide and varied, including statistical analysis and data science.

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Published

15-12-2019

How to Cite

Nirbhay Narang. (2019). Deriving the Formula for Linear Regression. International Journal of Mathematics And Its Applications, 7(4), 153–159. Retrieved from https://ijmaa.in/index.php/ijmaa/article/view/216

Issue

Vol. 7 No. 4 (2019)

Section

Research Article

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.