Summarize an oal object

Produces (a) the full per-covariate selection table (selected), (b) a path summary (the best grid row per lambda2 value, when the path was kept), (c) the outcome (weight) model coefficient table, (d) the full balance table (unweighted vs. weighted SMD and KS, with a * marker at weighted SMD > 0.1), and (e) the near-positivity clip diagnostic.

Usage

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

# S3 method for class 'summary.oal'
print(x, digits = 3, ...)

Arguments

object

An oal object.

...

Ignored.

x

A summary.oal object.

digits

Number of significant digits to print. Default 3.

Value

For summary.oal(), an object of class "summary.oal": a list with elements call, provenance, method, estimand, refit, lambda, criterion, criterion.value, selected, path.summary, outcome.model, balance, clip, clip.share, and nn. print.summary.oal() returns x invisibly.

See also

oal(), print.oal(), bal.tab.oal()