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Tools for Building OLS Regression Models

Vignettes

- README.md
- Collinearity Diagnostics, Model Fit & Variable Contribution"
- Heteroscedasticity"
- Introduction to olsrr"
- Measures of Influence"
- Media"
- Residual Diagnostics"
- Variable Selection Methods"

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**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**Browse all...**

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