Other packages > Find by keyword >

linreg  

Linear Regression and Model Selection Framework
View on CRAN: Click here


Download and install linreg package within the R console
Install from CRAN:
install.packages("linreg")

Install from Github:
library("remotes")
install_github("cran/linreg")

Install by package version:
library("remotes")
install_version("linreg", "0.1.0")



Attach the package and use:
library("linreg")
Maintained by
Dr. Pramit Pandit
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-16
Latest Update: 2026-04-16
Description:
Provides a comprehensive framework for linear regression modeling and associated statistical analysis. The package implements methods for correlation analysis, including computation of correlation matrices with corresponding significance levels and visualization via correlation heatmaps. It supports estimation of multiple linear regression models, along with automated model selection through backward elimination procedures based on statistical significance criteria. In addition, the package offers a suite of diagnostic tools to assess key assumptions of linear regression, including multicollinearity using variance inflation factors, heteroscedasticity using the Goldfeld-Quandt test, and normality of residuals using the Shapiro-Wilk test. These functionalities, as described in Draper and Smith (1998) <doi:10.1002/9781118625590>, are designed to facilitate robust model building, evaluation, and interpretation in applied statistical and data analytical contexts.
How to cite:
Dr. Pramit Pandit (2026). linreg: Linear Regression and Model Selection Framework. R package version 0.1.0, https://cran.r-project.org/web/packages/linreg. Accessed 08 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited linreg R package
View linreg citation profile
Other R packages that linreg depends, imports, suggests or enhances
Complete documentation for linreg
Functions, R codes and Examples using the linreg R package
Full linreg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

geofacet  
'ggplot2' Faceting Utilities for Geographical Data
Provides geographical faceting functionality for 'ggplot2'. Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  
penppml  
Penalized Poisson Pseudo Maximum Likelihood Regression
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency  
AdvBinomApps  
Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
Download / Learn more Package Citations See dependency  
ODMeans  
OD-Means: k-Means for Origin-Destination
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs. In the fir ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA