Description Usage Arguments Value Examples
Create a proximal causal learning object, usually used as a variable in a model function. Argument matching
1 | pcl(outcome, trt, trt_pxy, out_pxy, covariates)
|
outcome |
the outcome variable |
trt |
the binary treatment variable |
trt_pxy |
the treatment-inducing proxies |
out_pxy |
the outcome-inducing proxies |
covariates |
the observed confounders |
pcl returns an object of class "pcl", which wraps the treatment, outcome, treatment inducing confounding proxies, outcome inducing confounding proxies and other covariates
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