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TMLE ATT estimator

Source: R/est-tmle.R
est_tmle_att.Rd

Soft-dependency wrapper around tmle::tmle. The CausalStress estimator contract is ATT, so this wrapper extracts fit$estimates$ATT.

Usage

est_tmle_att(df, config = list(), tau = cs_tau_oracle, ...)

Arguments

df

Data frame with outcome y, treatment w, and covariates.

config

Optional list of configuration options. Common fields include:

  • ci_method: CI intent; one of "none", "default", "bootstrap", "native" (see cs_ci_methods).

  • seed: required when bootstrap CIs are requested.

  • n_boot: number of bootstrap draws if using bootstrap CIs.

  • num_threads: sets mc.cores for downstream learners.

  • Additional parameters forwarded to tmle::tmle.

For this estimator, ci_method = "default" maps to "native".

tau

Unused (signature compatibility).

...

Additional arguments passed to tmle::tmle.

Value

A legacy-compatible estimator result containing an att estimate and optional interval, qst = NULL, and CI/provenance meta.