linreg: Linear regression

Description Usage Arguments Value References Examples

View source: R/linreg.R

Description

The function linreg takes a formula object and a data.frame as arguments, and returns an object as an S3 class. It performs ordinary least squares or QR decomposition to calculate different statistics.

Usage

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Arguments

formula

a formula, like y~x

data

a data frame

QR

use QR decomposition if TRUE, else OLS

Value

A linreg class object

References

https://en.wikipedia.org/wiki/QR_decomposition

Examples

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data(mtcars)

# Fitting a linear regression model using OLS
model_ols <- linreg(formula = mpg ~ wt + cyl, data = mtcars, QR = FALSE)

# Fitting a linear regression model using QR decomposition 
model_qr <- linreg(formula = mpg ~ wt + cyl, data = mtcars, QR = TRUE)

model_ols
model_qr

hankOlofs/linreg documentation built on Nov. 2, 2020, 11:25 a.m.