Files in olsrr

Tools for Building OLS Regression Models

NEWS.md README.md R/ols-stepaic-backward-regression.R R/ols-data-surgical.R R/ols-added-variable-plot.R R/ols-dsresid-vs-pred-plot.R R/ols-dffits-plot.R R/ols-hadi-plot.R R/ols-stepaic-forward-regression.R R/ols-residual-boxplot.R R/ols-error-messages.R R/ols-data-step.R R/ols-rstud-vs-lev-plot.R R/ols-cooks-d-barplot.R R/output.R R/ols-stepaic-both-regression.R R/ols-observed-vs-predicted-plot.R R/ols-data-hsb.R R/ols-resid-vs-regressor-plot-shiny.R R/ols-residual-vs-predicted-plot.R R/ols-stepwise-utils.R R/ols-step.R R/olsrr.R R/ols-residual-histogram.R R/ols-stepwise-regression.R R/ols-stepwise-backward-regression.R R/ols-data-fitness.R R/ols-f-test.R R/ols-launch-app.R R/ols-residual-fit-spread-plot.R R/ols-stepwise-forward-regression.R R/ols-regress_compute.R R/ols-plots-data.R R/ols-all-possible-regression.R R/ols-influence-measures.R R/ols-best-subsets-regression.R R/ols-information-criteria.R R/ols-standardized-residual-chart.R R/ols-bartlett-test.R R/ols-fitted-line-properties.R R/ols-normality-tests.R R/ols-outlier-test.R R/ols-pure-error-anova.R R/ols-residual-vs-regressor-plot.R R/ols-data-auto.R R/ols-residual-plus-component-plot.R R/ols-breusch-pagan-test.R R/ols-correlations.R R/ols-score-test.R R/ols-regression.R R/ols-potential-residual-plot.R R/ols-data-rivers.R R/zzz.R R/ols-collinearity-diagnostics.R R/ols-stepwise-hierarchical.R R/ols-response-profile.R R/ols-studentized-residual-plot.R R/ols-data-cement.R R/ols-residual-qqplot.R R/ols-dfbetas-panel.R R/ols-cooks-d-chart.R R/ols-diagnostics-panel.R R/utils.R inst/doc/residual_diagnostics.R inst/doc/residual_diagnostics.Rmd inst/doc/intro.Rmd inst/doc/influence_measures.R inst/doc/influence_measures.Rmd inst/doc/intro.R inst/doc/heteroskedasticity.R inst/doc/variable_selection.R inst/doc/regression_diagnostics.Rmd inst/doc/reference-media.Rmd inst/doc/regression_diagnostics.R inst/doc/heteroskedasticity.Rmd inst/doc/variable_selection.Rmd tests/testthat.R tests/testthat/test-norm-output.R tests/testthat/test-stepaic-b.R tests/testthat/test-info.R tests/testthat/test-breusch-pagan.R tests/testthat/test-loftest.R tests/testthat/test-regress-output.R tests/testthat/test-correlations-output.R tests/testthat/test-visual.R tests/testthat/test-best-subsets-output.R tests/testthat/test-stepwise-output.R tests/testthat/test-f.R tests/testthat/test-step-rsquared.R tests/testthat/test-bartlett.R tests/testthat/test-collindiag.R tests/testthat/test-stepaic-b-output.R tests/testthat/test-step-backward-output.R tests/testthat/test-loftest-output.R tests/testthat/test-stepaic-both.R tests/testthat/test-score.R tests/testthat/test-step-backward.R tests/testthat/test-correlations.R tests/testthat/test-bp-output.R tests/testthat/test-step-forward.R tests/testthat/Rplots.pdf tests/testthat/test-utility.R tests/testthat/test-stepaic-f-output.R tests/testthat/test-stepwise.R tests/testthat/test-bartlett-output.R tests/testthat/test-stepaic-both-output.R tests/testthat/test-best-subsets.R tests/testthat/test-score-output.R tests/testthat/test-stepaic-f.R tests/testthat/test-influence.R tests/testthat/test-step-rsquared-output.R tests/testthat/test-all-possible.R tests/testthat/test-step-forward-output.R tests/testthat/test-regress.R tests/testthat/test-ftest-output.R tests/testthat/_snaps/stepaic-both-output.md tests/testthat/_snaps/loftest-output.md tests/testthat/_snaps/best-subsets-output.md tests/testthat/_snaps/stepwise-output.md tests/testthat/_snaps/regress-output.md tests/testthat/_snaps/collindiag.md tests/testthat/_snaps/correlations-output.md tests/testthat/_snaps/stepaic-f-output.md tests/testthat/_snaps/all-possible.md tests/testthat/_snaps/norm-output.md tests/testthat/_snaps/bartlett-output.md tests/testthat/_snaps/bp-output.md tests/testthat/_snaps/ftest-output.md tests/testthat/_snaps/score-output.md tests/testthat/_snaps/step-backward-output.md tests/testthat/_snaps/step-rsquared-output.md tests/testthat/_snaps/stepaic-b-output.md tests/testthat/_snaps/step-forward-output.md vignettes/residual_diagnostics.Rmd vignettes/intro.Rmd vignettes/influence_measures.Rmd vignettes/regression_diagnostics.Rmd vignettes/reference-media.Rmd vignettes/heteroskedasticity.Rmd vignettes/variable_selection.Rmd man/ols_step_backward_r2.Rd man/ols_step_forward_p.Rd man/ols_plot_resid_pot.Rd man/ols_sbic.Rd man/ols_plot_resid_lev.Rd man/ols_step_backward_adj_r2.Rd man/ols_plot_cooksd_bar.Rd man/ols_step_both_p.Rd man/ols_test_outlier.Rd man/ols_pure_error_anova.Rd man/ols_plot_cooksd_chart.Rd man/ols_press.Rd man/ols_prep_dsrvf_data.Rd man/ols_prep_regress_y.Rd man/ols_apc.Rd man/hsb.Rd man/auto.Rd man/olsrr.Rd man/ols_launch_app.Rd man/ols_plot_resid_stud.Rd man/ols_test_normality.Rd man/ols_sbc.Rd man/ols_prep_dfbeta_outliers.Rd man/ols_fpe.Rd man/surgical.Rd man/ols_pred_rsq.Rd man/ols_step_forward_adj_r2.Rd man/ols_test_bartlett.Rd man/ols_plot_resid_box.Rd man/ols_prep_dfbeta_data.Rd man/ols_plot_resid_stud_fit.Rd man/ols_hsp.Rd man/ols_plot_diagnostics.Rd man/ols_regress.Rd man/ols_plot_hadi.Rd man/ols_test_breusch_pagan.Rd man/ols_prep_srplot_data.Rd man/ols_plot_resid_qq.Rd man/ols_prep_rfsplot_fmdata.Rd man/ols_plot_reg_line.Rd man/ols_step_forward_r2.Rd man/ols_step_best_subset.Rd man/ols_leverage.Rd man/stepdata.Rd man/ols_step_both_sbic.Rd man/ols_plot_obs_fit.Rd man/ols_prep_cdplot_data.Rd man/fitness.Rd man/ols_step_both_r2.Rd man/ols_step_backward_sbic.Rd man/ols_prep_srchart_data.Rd man/rivers.Rd man/ols_prep_avplot_data.Rd man/ols_plot_resid_hist.Rd man/ols_aic.Rd man/ols_msep.Rd man/ols_test_f.Rd man/ols_prep_rstudlev_data.Rd man/ols_step_both_sbc.Rd man/cement.Rd man/ols_prep_rvsrplot_data.Rd man/ols_plot_dfbetas.Rd man/ols_step_both_adj_r2.Rd man/ols_step_backward_p.Rd man/ols_plot_added_variable.Rd man/ols_step_forward_sbic.Rd man/rvsr_plot_shiny.Rd man/ols_test_score.Rd man/ols_step_both_aic.Rd man/ols_plot_dffits.Rd man/ols_test_correlation.Rd man/ols_prep_outlier_obs.Rd man/ols_hadi.Rd man/ols_plot_resid_fit_spread.Rd man/ols_plot_resid_regressor.Rd man/ols_plot_resid_stand.Rd man/ols_plot_comp_plus_resid.Rd man/ols_step_all_possible_betas.Rd man/ols_prep_cdplot_outliers.Rd man/ols_step_backward_sbc.Rd man/ols_step_forward_aic.Rd man/ols_plot_response.Rd man/ols_correlations.Rd man/ols_prep_regress_x.Rd man/ols_coll_diag.Rd man/ols_plot_resid_fit.Rd man/ols_step_all_possible.Rd man/ols_mallows_cp.Rd man/ols_step_forward_sbc.Rd man/ols_step_backward_aic.Rd