blanket_c_statistic {BlanketStatsments}R Documentation

Generic wrapper method to calculate C-statistics

Description

Calculate concordance statistics for a list of statistical models on the same data set

Usage

blanket_c_statistic(df, model_list, modality = "logistic", verbose = FALSE)

Arguments

df

data.frame containing the data set. If evaluating independently, use the test set.

model_list

list of statistical models of type lm, glm or coxph to be evaluated.

modality

character specifying model type. Currently accepts 'linear', 'logistic', and 'cox'

verbose

logical. TRUE activates printout messages.

Value

list of doubles with the AUC values for the evaluated models on the specified data set.

Author(s)

J. Peter Marquardt


[Package BlanketStatsments version 0.1.2 Index]