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 # Overview
 
-This [R](https://www.r-project.org) package provides functionality for handling linear regression models through the utilization of [QR decomposition](https://pages.stat.wisc.edu/~st849-1/lectures/Orthogonal.pdf), as well as ridge regression models. This package is a part of the coursework for the Advanced Programming in R course (732A94) at Linköping University.
+This [R](https://www.r-project.org) package provides functionality for handling [linear regression](https://en.wikipedia.org/wiki/Linear_regression) models through the utilization of [QR decomposition](https://pages.stat.wisc.edu/~st849-1/lectures/Orthogonal.pdf), as well as [ridge regression](https://en.wikipedia.org/wiki/Ridge_regression) models. This package is a part of the coursework for the Advanced Programming in R course (732A94) at Linköping University.
 
 # Dependencies