uic_across: Perform UIC across data.frame

View source: R/mdr_smap.R

uic_acrossR Documentation

Perform UIC across data.frame

Description

uic_across Perform UIC for a target variable and multiple causal variables

Usage

uic_across(block, effect_var, E_range = 0:10, tp_range = -4:0, silent = FALSE)

Arguments

block

Data.frame contains time series data.

effect_var

Character or Numeric. Column name or index of the effect variable.

E_range

Numeric. Embedding dimensions that will be tested.

tp_range

Numeric. tp tested for UIC.

silent

Logical. if TRUE, progress message will not be shown.

Details

  • Osada & Ushio (2020) rUIC:Unified Information-theoretic Causality for R. https://doi.org/10.5281/zenodo.5163234

Value

A data.frame that contains UIC results


ong8181/macam documentation built on Oct. 15, 2024, 7:04 a.m.