auto | Test Data Set |
cement | Test Data Set |
fitness | Test Data Set |
hsb | Test Data Set |
ols_aic | Akaike information criterion |
ols_apc | Amemiya's prediction criterion |
ols_coll_diag | Collinearity diagnostics |
ols_correlations | Part and partial correlations |
ols_fpe | Final prediction error |
ols_hadi | Hadi's influence measure |
ols_hsp | Hocking's Sp |
ols_launch_app | Launch shiny app |
ols_leverage | Leverage |
ols_mallows_cp | Mallow's Cp |
ols_msep | MSEP |
ols_plot_added_variable | Added variable plots |
ols_plot_comp_plus_resid | Residual plus component plot |
ols_plot_cooksd_bar | Cooks' D bar plot |
ols_plot_cooksd_chart | Cooks' D chart |
ols_plot_dfbetas | DFBETAs panel |
ols_plot_dffits | DFFITS plot |
ols_plot_diagnostics | Diagnostics panel |
ols_plot_hadi | Hadi plot |
ols_plot_obs_fit | Observed vs fitted values plot |
ols_plot_reg_line | Simple linear regression line |
ols_plot_resid_box | Residual box plot |
ols_plot_resid_fit | Residual vs fitted plot |
ols_plot_resid_fit_spread | Residual fit spread plot |
ols_plot_resid_hist | Residual histogram |
ols_plot_resid_lev | Studentized residuals vs leverage plot |
ols_plot_resid_pot | Potential residual plot |
ols_plot_resid_qq | Residual QQ plot |
ols_plot_resid_regressor | Residual vs regressor plot |
ols_plot_resid_stand | Standardized residual chart |
ols_plot_resid_stud | Studentized residual plot |
ols_plot_resid_stud_fit | Deleted studentized residual vs fitted values plot |
ols_plot_response | Response variable profile |
ols_pred_rsq | Predicted rsquare |
ols_prep_avplot_data | Added variable plot data |
ols_prep_cdplot_data | Cooks' D plot data |
ols_prep_cdplot_outliers | Cooks' d outlier data |
ols_prep_dfbeta_data | DFBETAs plot data |
ols_prep_dfbeta_outliers | DFBETAs plot outliers |
ols_prep_dsrvf_data | Deleted studentized residual plot data |
ols_prep_outlier_obs | Cooks' D outlier observations |
ols_prep_regress_x | Regress predictor on other predictors |
ols_prep_regress_y | Regress y on other predictors |
ols_prep_rfsplot_fmdata | Residual fit spread plot data |
ols_prep_rstudlev_data | Studentized residual vs leverage plot data |
ols_prep_rvsrplot_data | Residual vs regressor plot data |
ols_prep_srchart_data | Standardized residual chart data |
ols_prep_srplot_data | Studentized residual plot data |
ols_press | PRESS |
ols_pure_error_anova | Lack of fit F test |
ols_regress | Ordinary least squares regression |
olsrr | 'olsrr' package |
ols_sbc | Bayesian information criterion |
ols_sbic | Sawa's bayesian information criterion |
ols_step_all_possible | All possible regression |
ols_step_all_possible_betas | All possible regression variable coefficients |
ols_step_backward_adj_r2 | Stepwise Adjusted R-Squared backward regression |
ols_step_backward_aic | Stepwise AIC backward regression |
ols_step_backward_p | Stepwise backward regression |
ols_step_backward_r2 | Stepwise R-Squared backward regression |
ols_step_backward_sbc | Stepwise SBC backward regression |
ols_step_backward_sbic | Stepwise SBIC backward regression |
ols_step_best_subset | Best subsets regression |
ols_step_both_adj_r2 | Stepwise Adjusted R-Squared regression |
ols_step_both_aic | Stepwise AIC regression |
ols_step_both_p | Stepwise regression |
ols_step_both_r2 | Stepwise R-Squared regression |
ols_step_both_sbc | Stepwise SBC regression |
ols_step_both_sbic | Stepwise SBIC regression |
ols_step_forward_adj_r2 | Stepwise Adjusted R-Squared forward regression |
ols_step_forward_aic | Stepwise AIC forward regression |
ols_step_forward_p | Stepwise forward regression |
ols_step_forward_r2 | Stepwise R-Squared forward regression |
ols_step_forward_sbc | Stepwise SBC forward regression |
ols_step_forward_sbic | Stepwise SBIC forward regression |
ols_test_bartlett | Bartlett test |
ols_test_breusch_pagan | Breusch pagan test |
ols_test_correlation | Correlation test for normality |
ols_test_f | F test |
ols_test_normality | Test for normality |
ols_test_outlier | Bonferroni Outlier Test |
ols_test_score | Score test |
rivers | Test Data Set |
rvsr_plot_shiny | Residual vs regressors plot for shiny app |
stepdata | Test Data Set |
surgical | Surgical Unit Data Set |
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