check_data_rct: Check that data is in right shape and hyparameters are...

In ebenmichael/balancer: Matrix constraints for covariate balance

Check that data is in right shape and hyparameters are feasible

Description

Check that data is in right shape and hyparameters are feasible

Usage

check_data_rct(X, trt, target, Z, Xz, lambda, lowlim, uplim, data_in)

Arguments

X	n x d matrix of covariates
trt	Vector of treatment assignments
target	Vector of population means to re-weight to
Z	Vector of group indicators with J levels
Xz	list of J n x d matrices of covariates split by group
lambda	Regularization hyper parameter
lowlim	Lower limit on weights, default 0
uplim	Upper limit on weights, default 1
data_in	Optional list containing pre-computed objective matrix/vector and constraints (without regularization term)
verbose	Whether to show messages, default T
return_data	Whether to return the objective matrix and vector and constraints, default T

ebenmichael/balancer documentation built on Feb. 21, 2025, 7:50 a.m.