unequal.unordered: Subsidiary PowerLATE Function

In powerLATE: Generalized Power Analysis for LATE

Subsidiary PowerLATE Function

Description

Subsidiary function to perform power calculation under unequal assignment probability and without ordered mean assumption.

Usage

unequal.unordered(
  power = NULL,
  sig.level = NULL,
  pi = NULL,
  kappa = NULL,
  N = NULL,
  pZ = NULL
)

Arguments

power	power of test (1 minus Type II error probability)
sig.level	significance level (Type I error probability).
pi	compliance rate. Equivalently, average causal effect of Z on D.
kappa	effect size
N	total number of observations
pZ	probability of being assigned to treatment.

Value

A vector of values for one in {kappa, N, power} that is not supplied by the user.

Note

This function is called internally and thus should not be used directly.

Author(s)

Kirk Bansak and Eddie Yang

References

Bansak, K. (2020). A Generalized Approach to Power Analysis for Local Average Treatment Effects. Statistical Science, 35(2), 254-271.

See Also

equal.unordered, equal.ordered, unequal.ordered.

powerLATE documentation built on June 22, 2024, 9:28 a.m.