tkonfound_fig: Draw Figures for Change in Effect Size in 2x2 Tables

In jrosen48/konfound: Quantify the Robustness of Causal Inferences

Draw Figures for Change in Effect Size in 2x2 Tables

Description

This function generates plots illustrating how the change in effect size is influenced by switching or replacing outcomes in a 2x2 table. It produces two plots: one showing all possibilities (switching) and another zoomed in the area for positive RIR (Relative Impact Ratio).

Usage

tkonfound_fig(
  a,
  b,
  c,
  d,
  thr_p = 0.05,
  switch_trm = TRUE,
  test = "fisher",
  replace = "control"
)

Arguments

a	Number of cases in the control group with unsuccessful outcomes.
b	Number of cases in the control group with successful outcomes.
c	Number of cases in the treatment group with unsuccessful outcomes.
d	Number of cases in the treatment group with successful outcomes.
thr_p	P-value threshold for statistical significance, default is 0.05.
switch_trm	Whether to switch the two cells in the treatment or control row, default is TRUE (treatment row).
test	Type of statistical test used, either "Fisher's Exact Test" (default) or "Chi-square test".
replace	Indicates whether to use the entire sample or just the control group for calculating the base rate, default is "control".

Value

Returns two plots showing the effect of hypothetical case switches on the effect size in a 2x2 table.

Examples

tkonfound_fig(14, 17, 6, 25, test = "chisq")

jrosen48/konfound documentation built on Nov. 21, 2024, 4:42 a.m.