get_clustered_eps: Calculate residuals restricted under H0

In RRI: Residual Randomization Inference for Regression Models

Description

Given regression model and clustering, this function calculates the OLS residuals under the linear null hypothesis, and assigns them to the specified clusters.

Usage

get_clustered_eps(model, clustering)

Arguments

model	A regression model. See example_model for details.
clustering	A List that specifies a clustering of indexes 1...n (#datapoints). See example_clustering for details.

Value

A List of the restricted residuals clustered according to clustering.

Examples

m = example_model(n=100)
cl = list(1:50, 51:100)
er = get_clustered_eps(m, cl)
stopifnot(length(er) == length(cl))
stopifnot(length(er[[1]]) == 50)

RRI documentation built on Dec. 19, 2019, 9:06 a.m.