Identification-report object

The structured return type of proxy_identification_report(). Print it for the executive one-pager.

Usage

uplift_identification(
  estimand = character(0),
  assume = character(0),
  n_units = integer(0),
  overlap_pct = numeric(0),
  confounding_gap_mean = numeric(0),
  confounding_gap_max = numeric(0),
  K = integer(0),
  outcome_type = "continuous"
)

Arguments

estimand

Character – the target estimand.

assume

Character – the identification regime.

n_units

Integer – units the report covers.

overlap_pct

Numeric – percentage of units with adequate overlap.

confounding_gap_mean, confounding_gap_max

Numeric – mean and maximum absolute confounding gap over the population.

K

Integer – the number of fitted regimes.

outcome_type

Character – the outcome scale.

Value

An S7 object of class uplift_identification.

See also

Other decision: fit_uplift(), gmm_cf_mean(), gmm_cf_tail_prob(), gmm_cf_variance(), gmm_counterfactual(), gmm_intervene(), proxy_cate(), proxy_confounding_gap(), proxy_decide(), proxy_identification_report(), proxy_overlap(), proxy_policy_value(), proxy_predict(), proxy_regime_segments(), proxy_retrospective_uplift(), proxy_uplift(), uplift_model()