p.value.meis: Calculate P-Value

In akiva-yonah-meiselman/clubsoda: What the Package Does (One Line, Title Case)

Calculate P-Value

Description

This function calculates a p-value for the test statistic t0 according to Meiselman (2021).

Usage

p.value.meis(
  t0,
  data,
  x.names,
  cluster.id,
  weights = NULL,
  c0 = NULL,
  test.var = NULL,
  fe.id = cluster.id,
  crve.type = "CR1"
)

Arguments

t0	The test statistic
data	Data frame or matrix containing all outcomes, covariates, and group ids
x.names	Vector of covariate names
cluster.id	Name of cluster id variable
weights	Name of weight variable, if applicable
c0	Linear hypothesis vector, either c0 or test.var must be supplied
test.var	Index of variable to test, either c0 or test.var must be supplied
fe.id	Name of fixed effect group id variable (defaults to cluster.id)
crve.type	Type of cluster-robust variance estimator (CR0, CR1, CR2, CR3)

Value

numeric, the probability that a test statistic with a magnitude of abs(t0) or greater is observed

akiva-yonah-meiselman/clubsoda documentation built on Feb. 3, 2025, 1:34 p.m.