compute_multi_variable_table_ordinal: AutoScore-Ordinal function: Multivariate Analysis

In AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator

AutoScore-Ordinal function: Multivariate Analysis

Description

Generate tables for multivariate analysis

Usage

compute_multi_variable_table_ordinal(df, link = "logit", n_digits = 3)

Arguments

df	data frame after checking
link	The link function used to model ordinal outcomes. Default is "logit" for proportional odds model. Other options are "cloglog" (proportional hazards model) and "probit".
n_digits	Number of digits to print for OR or exponentiated coefficients (Default:3).

Value

result of the multivariate analysis

Examples

data("sample_data_ordinal")
# Using just a few variables to demonstrate usage:
multi_table<-compute_multi_variable_table_ordinal(sample_data_ordinal[, 1:3])

AutoScore documentation built on Oct. 16, 2022, 1:06 a.m.