unequal.ordered {powerLATE}

Subsidiary PowerLATE Function

Description

Subsidiary function to perform power calculation under unequal assignment probability and ordered mean assumption.

Usage

unequal.ordered(
  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.unordered.