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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]
First Published: 2017-05-11
Latest Update: 2024-02-12
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 06 May. 2025.
Previous versions and publish date:
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)
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
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