Other packages > Find by keyword >

olsrr  

Tools for Building OLS Regression Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("olsrr", "0.6.1")



Attach the package and use:
library("olsrr")
Maintained by
Aravind Hebbali
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-11
Latest Update: 2024-11-06
Description:
Tools designed to make it easier for users, particularly beginner/intermediate R users to build ordinary least squares regression models. Includes comprehensive regression output, heteroskedasticity tests, collinearity diagnostics, residual diagnostics, measures of influence, model fit assessment and variable selection procedures.
How to cite:
Aravind Hebbali (2017). olsrr: Tools for Building OLS Regression Models. R package version 0.6.1, https://cran.r-project.org/web/packages/olsrr. Accessed 04 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:37), 0.1.0 (2017-05-11 09:39), 0.2.0 (2017-06-05 17:17), 0.3.0 (2017-08-31 10:00), 0.4.0 (2017-12-05 18:16), 0.5.0 (2018-03-26 08:58), 0.5.1 (2018-05-04 13:49), 0.5.2 (2018-11-22 18:30), 0.5.3 (2020-02-10 13:00), 0.6.0 (2024-02-12 12:30), 0.6.1 (2024-11-06 13:50)
Other packages that cited olsrr R package
View olsrr citation profile
Other R packages that olsrr depends, imports, suggests or enhances
Complete documentation for olsrr
Functions, R codes and Examples using the olsrr R package
Some associated functions: auto . cement . fitness . hsb . ols_aic . ols_apc . ols_coll_diag . ols_correlations . ols_fpe . ols_hadi . ols_hsp . ols_launch_app . ols_leverage . ols_mallows_cp . ols_msep . ols_plot_added_variable . ols_plot_comp_plus_resid . ols_plot_cooksd_bar . ols_plot_cooksd_chart . ols_plot_dfbetas . ols_plot_dffits . ols_plot_diagnostics . ols_plot_hadi . ols_plot_obs_fit . ols_plot_reg_line . ols_plot_resid_box . ols_plot_resid_fit . ols_plot_resid_fit_spread . ols_plot_resid_hist . ols_plot_resid_lev . ols_plot_resid_pot . ols_plot_resid_qq . ols_plot_resid_regressor . ols_plot_resid_stand . ols_plot_resid_stud . ols_plot_resid_stud_fit . ols_plot_response . ols_pred_rsq . ols_prep_avplot_data . ols_prep_cdplot_data . ols_prep_cdplot_outliers . ols_prep_dfbeta_data . ols_prep_dfbeta_outliers . ols_prep_dsrvf_data . ols_prep_outlier_obs . ols_prep_regress_x . ols_prep_regress_y . ols_prep_rfsplot_fmdata . ols_prep_rstudlev_data . ols_prep_rvsrplot_data . ols_prep_srchart_data . ols_prep_srplot_data . ols_press . ols_pure_error_anova . ols_regress . ols_sbc . ols_sbic . ols_step_all_possible . ols_step_all_possible_betas . ols_step_backward_aic . ols_step_backward_p . ols_step_best_subset . ols_step_both_aic . ols_step_both_p . ols_step_forward_aic . ols_step_forward_p . ols_test_bartlett . ols_test_breusch_pagan . ols_test_correlation . ols_test_f . ols_test_normality . ols_test_outlier . ols_test_score . olsrr . rivers . rvsr_plot_shiny . stepdata . surgical . 
Some associated R codes: RcppExports.R . ols-added-variable-plot.R . ols-all-possible-regression.R . ols-bartlett-test.R . ols-best-subsets-regression.R . ols-breusch-pagan-test.R . ols-collinearity-diagnostics.R . ols-cooks-d-barplot.R . ols-cooks-d-chart.R . ols-correlations.R . ols-data-auto.R . ols-data-cement.R . ols-data-fitness.R . ols-data-hsb.R . ols-data-rivers.R . ols-data-step.R . ols-data-surgical.R . ols-dfbetas-panel.R . ols-dffits-plot.R . ols-diagnostics-panel.R . ols-dsresid-vs-pred-plot.R . ols-error-messages.R . ols-f-test.R . ols-fitted-line-properties.R . ols-hadi-plot.R . ols-influence-measures.R . ols-information-criteria.R . ols-launch-app.R . ols-normality-tests.R . ols-observed-vs-predicted-plot.R . ols-outlier-test.R . ols-plots-data.R . ols-potential-residual-plot.R . ols-pure-error-anova.R . ols-regress_compute.R . ols-regression.R . ols-resid-vs-regressor-plot-shiny.R . ols-residual-boxplot.R . ols-residual-fit-spread-plot.R . ols-residual-histogram.R . ols-residual-plus-component-plot.R . ols-residual-qqplot.R . ols-residual-vs-predicted-plot.R . ols-residual-vs-regressor-plot.R . ols-response-profile.R . ols-rstud-vs-lev-plot.R . ols-score-test.R . ols-standardized-residual-chart.R . ols-stepaic-backward-regression.R . ols-stepaic-both-regression.R . ols-stepaic-forward-regression.R . ols-stepwise-backward-regression.R . ols-stepwise-forward-regression.R . ols-stepwise-regression.R . ols-studentized-residual-plot.R . olsrr.R . output.R . utils.R . zzz.R .  Full olsrr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rCMA  
R-to-Java Interface for 'CMA-ES'
Tool for providing access to the Java version 'CMAEvolutionStrategy' of Nikolaus Hansen. 'CMA-ES' i ...
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  
GLMMadaptive  
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Fits generalized linear mixed models for a single grouping factor under maximum likelihood approxim ...
Download / Learn more Package Citations See dependency  
sValues  
Measures of Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivi ...
Download / Learn more Package Citations See dependency  
epigraphdb  
Interface Package for the 'EpiGraphDB' Platform
The interface package to access data from the 'EpiGraphDB' platform. It p ...
Download / Learn more Package Citations See dependency  
Maintainer: Yi Liu (view profile)
ggconf  
Simpler Appearance Modification of "ggplot2"
A flexible interface for ggplot2theme potentially saving 50 of your typing. ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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