Fit Logistic regression to klassets_response_xy object — fit_logistic_regression • klassets

Fit Logistic regression to klassets_response_xy object

Usage

fit_logistic_regression(df, order = 1, stepwise = FALSE, verbose = FALSE)

Arguments

df: A object from sim_response_xy.
order: Order of values of x and y.
stepwise: A logical value to indicate to perform stepwise.
verbose: A logical value to indicate to show the trace of the stepwise procedure.

Examples


set.seed(123)

df <- sim_response_xy(n = 500, relationship = function(x, y) x**2 > y)

plot(df)


df_reg_log <- fit_logistic_regression(df)

plot(df_reg_log)


df_reg_log_3 <- fit_logistic_regression(df, order = 3, stepwise = TRUE)

plot(df_reg_log_3)