compare_methods_oracle: Compare estimators using the true values (i.e., full schedule...

In lmiratrix/blkvar: ATE and Treatment Variation Estimation for Blocked and Multisite RCTs

Compare estimators using the true values (i.e., full schedule of potential outcomes)

Description

This method is for simulaton studies where we know all the potential outcomes.

Usage

compare_methods_oracle(Y0, Y1, B, data = NULL, p_mat = NULL)

Arguments

Y0	Vector of control potential outcomes (or name of column in data holding same).
Y1	Vector of treatment potential outcomes (or name of column in data holding same).
B	block ids (or name of column in data holding same).
data	alternatively is matrix of Y,Z,B
p_mat	Data.frame with exactly two columns, and one row per block. First column is the categorical covariate denoting blocks, with same levels as in B, above. Second column is proportion treated in that block.

Details

Function that returns some variance function estimates based on all potential outcomes.

lmiratrix/blkvar documentation built on Nov. 18, 2024, 1:27 p.m.