public_power_logistic: Logistic regression public power

In diff-priv-ht/nonpmRegPkg: Implementation of Functions for "Test of Tests"

Logistic regression public power

Description

Function that computes the power of public logistic regression for a given effect size.

Usage

public_power_logistic(nsims, n, d, effect_size, alpha)

Arguments

nsims	Number of times to run the test.
n	Number of observations (number of rows in the database).
d	Number of parameters (number of columns in the database).
effect_size	The quotient of the parameter of interest (beta) and the standard deviation of the noise (sigma).
alpha	The significance level.

Value

The output will be a double between 0 and 1.

diff-priv-ht/nonpmRegPkg documentation built on Feb. 6, 2023, 5:22 p.m.