R: Tools for Developing Binary Logistic Regression Models

# Tools for Developing Binary Logistic Regression Models

## Documentation for package ‘blorr’ version 0.3.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

bank_marketing | Bank marketing data set
blr_bivariate_analysis | Bivariate analysis
blr_bivariate_analysis.default | Bivariate analysis
blr_coll_diag | Collinearity diagnostics
blr_confusion_matrix | Confusion matrix
blr_confusion_matrix.default | Confusion matrix
blr_decile_capture_rate | Event rate by decile
blr_decile_lift_chart | Decile lift chart
blr_eigen_cindex | Collinearity diagnostics
blr_gains_table | Gains table & lift chart
blr_gini_index | Gini index
blr_ks_chart | KS chart
blr_launch_app | Launch shiny app
blr_linktest | Model specification error
blr_lorenz_curve | Lorenz curve
blr_model_fit_stats | Model fit statistics
blr_multi_model_fit_stats | Multi model fit statistics
blr_multi_model_fit_stats.default | Multi model fit statistics
blr_pairs | Concordant & discordant pairs
blr_plot_c_fitted | CI Displacement C vs fitted values plot
blr_plot_c_leverage | CI Displacement C vs leverage plot
blr_plot_deviance_fitted | Deviance vs fitted values plot
blr_plot_deviance_residual | Deviance residual values
blr_plot_dfbetas_panel | DFBETAs panel
blr_plot_diag_c | CI Displacement C plot
blr_plot_diag_cbar | CI Displacement CBAR plot
blr_plot_diag_difchisq | Delta chisquare plot
blr_plot_diag_difdev | Delta deviance plot
blr_plot_diag_fit | Fitted values diagnostics plot
blr_plot_diag_influence | Influence diagnostics plot
blr_plot_diag_leverage | Leverage diagnostics plot
blr_plot_difchisq_fitted | Delta chi square vs fitted values plot
blr_plot_difchisq_leverage | Delta chi square vs leverage plot
blr_plot_difdev_fitted | Delta deviance vs fitted values plot
blr_plot_difdev_leverage | Delta deviance vs leverage plot
blr_plot_fitted_leverage | Fitted values vs leverage plot
blr_plot_leverage | Leverage plot
blr_plot_leverage_fitted | Leverage vs fitted values plot
blr_plot_pearson_residual | Residual values plot
blr_plot_residual_fitted | Residual vs fitted values plot
blr_prep_dcrate_data | Decile capture rate data
blr_prep_ksannotate_x | KS Chart data
blr_prep_ksannotate_y | KS Chart data
blr_prep_kschart_data | KS Chart data
blr_prep_kschart_line | KS Chart data
blr_prep_kschart_stat | KS Chart data
blr_prep_lchart_data | Lift Chart data
blr_prep_lchart_gmean | Lift Chart data
blr_prep_lorenz_data | Lorenz curve data
blr_prep_roc_data | ROC curve data
blr_regress | Binary logistic regression
blr_regress.glm | Binary logistic regression
blr_residual_diagnostics | Residual diagnostics
blr_roc_curve | ROC curve
blr_rsq_adj_count | Adjusted count R2
blr_rsq_count | Count R2
blr_rsq_cox_snell | Cox Snell R2
blr_rsq_effron | Effron R2
blr_rsq_mcfadden | McFadden's R2
blr_rsq_mcfadden_adj | McFadden's adjusted R2
blr_rsq_mckelvey_zavoina | McKelvey Zavoina R2
blr_rsq_nagelkerke | Cragg-Uhler (Nagelkerke) R2
blr_segment | Event rate
blr_segment.default | Event rate
blr_segment_dist | Response distribution
blr_segment_twoway | Two way event rate
blr_segment_twoway.default | Two way event rate
blr_step_aic_backward | Stepwise AIC backward elimination
blr_step_aic_backward.default | Stepwise AIC backward elimination
blr_step_aic_both | Stepwise AIC selection
blr_step_aic_forward | Stepwise AIC forward selection
blr_step_aic_forward.default | Stepwise AIC forward selection
blr_step_p_backward | Stepwise backward regression
blr_step_p_backward.default | Stepwise backward regression
blr_step_p_both | Stepwise regression
blr_step_p_both.default | Stepwise regression
blr_step_p_forward | Stepwise forward regression
blr_step_p_forward.default | Stepwise forward regression
blr_test_hosmer_lemeshow | Hosmer lemeshow test
blr_test_lr | Likelihood ratio test
blr_test_lr.default | Likelihood ratio test
blr_vif_tol | Collinearity diagnostics
blr_woe_iv | WoE & IV
blr_woe_iv_stats | Multi variable WOE & IV
hsb2 | High School and Beyond Data Set
plot.blr_gains_table | Gains table & lift chart
plot.blr_segment_dist | Response distribution
plot.blr_step_aic_backward | Stepwise AIC backward elimination
plot.blr_step_aic_both | Stepwise AIC selection
plot.blr_step_aic_forward | Stepwise AIC forward selection
plot.blr_step_p_backward | Stepwise backward regression
plot.blr_step_p_both | Stepwise regression
plot.blr_step_p_forward | Stepwise forward regression
plot.blr_woe_iv | WoE & IV
stepwise | Dummy Data Set