compute_uni_variable_table_ordinal: AutoScore-Ordinal function: Univariable Analysis

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

AutoScore-Ordinal function: Univariable Analysis

Description

Perform univariable analysis and generate the result table with odd ratios from proportional odds models.

Usage

compute_uni_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 univariate analysis

Examples

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

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