summary.wpp: Summarize Witness Protection Program Outputs

In CausalFX: Methods for Estimating Causal Effects from Observational Data

Description

summary method for class "wpp".

Usage

## S3 method for class 'wpp'
summary(object, ...)

Arguments

object	an object of class "wpp", usually a result of a call to wpp.
...	other parameters, ignored.

Value

Besides fields inherented from the wpp object, a list summary statistics is included:

lq	an array of 5 entries corresponding to evenly space quantiles of the lower bound of the ACE of the highest scoring witness/admissible set pair.
lci	95% marginal posterior credible interval for the chosen ACE lower bound.
uq	an array of 5 entries corresponding to evenly space quantiles of the lower bound of the ACE of the highest scoring witness/admissible set pair.
uci	95% marginal posterior credible interval for the chosen ACE lower bound.
hscore_bound	score of the witness/admissible oair of highest score.
chosen_w	witness of the witness/admissible pair of highest score.
chosen_Z	admissible set of the witness/admissible set of highest score.
min_l	estimated minimum lower bound of all lower bounds found by the procedure.
max_u	estimated maximum upper bound of all upper bounds found by the procedure.
narrowest_bound	lower and upper bounds corresponding to the narrowest ACE interval found by the procedure.

See Also

The model fitting function wpp.

CausalFX documentation built on May 2, 2019, 5:39 a.m.