fit_balancer_formatted: Find Balancing weights by solving the dual optimization...

Description Usage Arguments Value

Description

Find Balancing weights by solving the dual optimization problem

Usage

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fit_balancer_formatted(X, trt, link = c("logit", "linear", "pos-linear"),
  regularizer = c(NULL, "l1", "l2", "ridge", "linf"), hyperparam,
  normalized = TRUE, opts = list())

Arguments

X

n x d matrix of covariates

trt

Vector of treatment status indicators

link

Link function for weights

regularizer

Dual of balance criterion

hyperparam

Regularization hyperparameter

normalized

Whether to normalize the weights

opts

Optimization options

  • MAX_ITERS Maximum number of iterations to run

  • EPS Error rolerance

Value


ebenmichael/ents documentation built on May 31, 2019, 8:45 p.m.