calibrate: Calibrate sample to target

In ebenmichael/balancer: Matrix constraints for covariate balance

Calibrate sample to target

Description

Calibrate sample to target

Usage

calibrate(
  formula,
  target_count,
  data,
  order = NULL,
  lambda = 1,
  lambda_max = NULL,
  n_lambda = 100,
  lowlim = 0,
  uplim = Inf,
  prob_weights = NULL,
  verbose = FALSE,
  ...
)

Arguments

formula	sample_count ~ covariates
target_count	Number in cell in target
data	Dataframe with covariate information, sample and target counts
order	What order interactions to balance
lambda	Regularization hyperparamter
lowlim	Lower bound on weights, default 0
uplim	Upper bound on weights, default Inf
prob_weights	Optional sampling weights to include

ebenmichael/balancer documentation built on Jan. 17, 2024, 2:56 p.m.