absorb.reorg: Absorb Fixed Effects and Reorder Data

In akiva-yonah-meiselman/clubsoda: What the Package Does (One Line, Title Case)

Absorb Fixed Effects and Reorder Data

Description

This function reorganizes the data by cluster and fixed effect, absorbing group fixed effects and applying weights.

Usage

absorb.reorg(data, x.names, cluster.id, weights, fe.id, crve, y.name = NULL)

Arguments

data	Data frame or matrix containing all outcomes, covariates, and group ids
x.names	Vector of covariate names
cluster.id	Name of cluster id variable
weights	Name of weight variable, if applicable
fe.id	Name of fixed effect group id variable (defaults to cluster.id)
crve	Type of cluster-robust variance estimator (CR0, CR1, CR2, CR3)

Value

A list containing: Xdw.h (covariates by cluster), XTX.inv (inverse squared design matrix), A.h (adjustment matrices by cluster), Ydw.h (outcomes by cluster, if applicable)

akiva-yonah-meiselman/clubsoda documentation built on Feb. 3, 2025, 1:34 p.m.