Jiaxin-Cara-Qian/testpackage: Resisuals and Outlier Influence in Linear Regression

Compute leverage values in X space of a linear regression model, three commonly used resisuals (standardized, internally studentized, and externally studentized residuals), and diagnostic statistics for identifying outliers (DFFITS, Cook's Distance, and COVRATIO) with their individual plotting functions.

Getting started

Package details

AuthorJiaxinQian
Maintainer<jiaxinq@umich.edu>
LicenseGPL-3
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Jiaxin-Cara-Qian/testpackage")
Jiaxin-Cara-Qian/testpackage documentation built on Dec. 18, 2021, 1:30 a.m.