multiple_linear_regression: Implements linear regression with many predictors by hand
In mknauss58/Lab-6-Group: This is a sparse package for a Stat 431 assignment.

View source: R/linear_regression.R

multiple_linear_regression

R Documentation

Implements linear regression with many predictors by hand

Description

This function computes coefficients for multiple regression by hand. All columns of the provided data frame are used as predictors, except the one specified as a response.

Usage

multiple_linear_regression(dat, response, method = NULL)

Arguments

`dat`	A data frame
`response`	The name of a response variable in the data frame (unquoted)
`method`	The method used to compute the coefficients (NULL, "qr", "gradientdescent")