constructor_ICA_estimator: Function constructor to estimate the ICA given a set of...

View source: R/sensitivity_analysis_copula.R

constructor_ICA_estimatorR Documentation

Function constructor to estimate the ICA given a set of sampled patient-level treatment effects

Description

The constructor_ICA_estimator() function returns a function the estimates the ICA as a user-specified function of I(\Delta S; \Delta T), \Delta S, and \Delta T.

Usage

constructor_ICA_estimator(endpoint_types, ICA_def)

Arguments

endpoint_types

(character) vector with two elements indicating the endpoint types: "continuous" or "ordinal".

ICA_def

function that takes the following arguments: I(\Delta S; \Delta T), \Delta S, and \Delta T. It returns the ICA as a function of these information-theoretic quantities.

Value

A function that estimates the user-defined definition of the ICA. This function can be used as ICA_estimator in sensitivity_analysis_copula().


Surrogate documentation built on April 11, 2025, 6:09 p.m.