Improved Methods for Causal Inference and Missing Data Problems

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Documentation for package ‘iWeigReg’ version 1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

iWeigReg-package	A R package for improved methods for causal inference and missing data problems
ate.clik	Calibrated likelihood estimator for the causal-inference setup
ate.creg	Calibrated regression estimator for the causal-inference setup
ate.HT	Horvitz-Thompson estimator for the causal-inference setup
ate.lik	Non-calibrated likelihood estimator for the causal-inference setup
ate.reg	Non-calibrated regression estimator for the causal-inference setup
histw	Weighted histogram
iWeigReg	A R package for improved methods for causal inference and missing data problems
KS.data	A simulated dataset
loglik	The non-calibrated objective function ("log-likelihood")
loglik.g	The calibrated objective function ("log-likelihood")
mn.clik	Calibrated likelihood estimator for the missing-data setup
mn.creg	Calibrated regression estimator for the missing-data setup
mn.HT	Horvitz-Thompson estimator for the missing-data setup
mn.lik	Non-calibrated likelihood estimator for the missing-data setup
mn.reg	Non-calibrated regression estimator for the missing-data setup
myinv	Inverse of a matrix