model_summary_variables: Get summary of model

In jbkunst/risk3r: Tools for credit risk modelling

Get summary of model

Description

Get summary of model

Usage

model_summary_variables(
  model,
  coef_sign = 1,
  limit_significance = 0.05,
  limit_iv = 0.02,
  limit_corr = 0.6,
  limit_vif = 5
)

model_corr_variables(model)

model_vif_variables(model)

model_iv_variables(model)

Arguments

model	model
coef_sign	Sign to compare estimaes.
limit_significance	Limit for Significance.
limit_iv	Limit for Information Value.
limit_corr	Limit for correlation max between variables.
limit_vif	Limit for VIF.

Examples

data("credit_woe")

data("credit_woe")

m <- glm(bad ~ age_woe + flag_res_phone_woe + months_in_the_job_woe +
   payment_day_woe + sex_woe + profession_code_woe + marital_status_woe,
   family = binomial, data = head(credit_woe, 10000)
   )

model_partials(m)

model_summary_variables(m)

model_corr_variables(m)

model_vif_variables(m)

model_iv_variables(m)

jbkunst/risk3r documentation built on March 19, 2024, 10:49 p.m.