uic_across: Perform UIC across data.frame

In ong8181/macam: A collection of miscellaneous R functions for ecology

Perform UIC across data.frame

Description

uic_across Perform UIC for a target variable and multiple causal variables

Usage

uic_across(
  block,
  effect_var,
  uic_method = "optimal",
  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.
uic_method	Character. optimal or marginal. For detail, see https://github.com/yutakaos/rUIC.
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 April 11, 2024, 12:58 p.m.