A data-supported estimand for the effect of flexible shifts in multi-component exposure mixtures is defined and estimated nonparametrically with machine learning.
lmtp: An R package for estimating the causal effects of modified treatment policies
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Everything all at once: On choosing an estimand for multi-component environmental exposures
A data-supported estimand for the effect of flexible shifts in multi-component exposure mixtures is defined and estimated nonparametrically with machine learning.