beta_equivalence {LogRegEquiv}

beta_equivalence function

Description

This function takes two logistic regression models M_A, M_B, sensitivity level \delta_\beta and significance level \alpha. It checks whether the coefficient vectors are equivalent.

Usage

beta_equivalence(model_a, model_b, delta, alpha)

Arguments

model_a

logistic regression model M_A

model_b

logistic regression model M_B

delta

equivalence sensitivity level \delta_\beta. This could either be a scalar or a vector with length matching the number of coefficients.

alpha

significance level \alpha

Value

equivalence

are the coefficient vectors equivalent? (boolean)

test_statistic

Equivalence test statistic

critical value

a level-\alpha critical value

ncp

non-centrality parameter

p_value

P-value