Man pages for jbkunst/risk3r
Tools for credit risk modelling
| apply_filters | Apply consecutive filter expressions to a data frame and... |
| as.list.skim_df | As list method for skim_df object |
| count_distr_max | Get the max proportion |
| credit | Credit data |
| credit_woe | Credit data in woe form |
| featsel_brute_force | An iterative process to eliminate variables by confidence... |
| featsel_glmnet | Feature selection via glmnet |
| featsel_loss_function_permutations | Shortcut featsel_loss_function_permutations |
| featsel_stepforward | Feature selection vis stepwise forward |
| formula_from_reponse_and_predictors_names | Get formula from reponse and predictors names |
| gain | Gains |
| gg_model_roc | Plot models |
| gg_woes | Plot woes |
| hhi | Herfindahl-Hirschman Index |
| hhi_label | Get labels for HHI. indexes |
| hmeq | hmeq data |
| information_value | Calculate Information Value |
| iv_label | Get labels for Information Values |
| ks | Calculate Kolmogorov-Smirnov statistic |
| metrics | Metrics |
| model_metrics | Calculate predictive metrics for glm models |
| model_partials | Get predictive indicator for partial models given a model |
| model_summary_variables | Get summary of model |
| model_terms_and_ci | A broom::tidy for glm modelos with terms and confidence... |
| n_growths | Number of up/growths |
| psi_label | Get labels for PSIs |
| psi_table | Function to calculate the vector table given 2 vector of... |
| psi_vector | Function to calculate the vector psi given 2 vector of counts |
| reponse_and_predictors_names | Get response and predictors names from model |
| risk3r | Risk3r |
| risk3r-exports | risk3r exported operators and S3 methods |
| roc_data | Auxiliar functions for data plots |
| rsi | Relative Strength Index (RSI) and Chande Momentum Oscillator... |
| vif_label | Get labels for VIF values |
| woebin2 | woebin fix for windows |
| woebin_cor_iv | Create a tidy data frame with a correlations and IV |
| woebin_ctree | Interface scorecard::woebin for partykiy::ctree |
| woebin_ply_min | Minimalistic version of scorecard::woebin_ply |
| woebin_summary | Get scorecard's woe_bin summary |
| woes | woes from credit data |
