Tools for Developing Binary Logistic Regression Models

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Documentation for package ‘blorr’ version 0.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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