R/ddml.R

In ddml: Double/Debiased Machine Learning

#' ddml: Double/Debiased Machine Learning in R
#'
#' @docType package
#' @name ddml
#'
#' @description Estimate common causal parameters using double/debiased machine
#'     learning as proposed by Chernozhukov et al. (2018).
#'     'ddml' simplifies estimation based on (short-)stacking, which leverages
#'     multiple base learners to increase robustness to the underlying
#'     data generating process.
#'
#' @references
#' Chernozhukov V, Chetverikov D, Demirer M, Duflo E, Hansen C B, Newey W,
#'     Robins J (2018). "Double/debiased machine learning for treatment and
#'     structural parameters." The Econometrics Journal, 21(1), C1-C68.
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