Automatically gauge effect size from a statistical result

auto_gauge() is the protocol generic for computing effect-size quantities from result objects produced by fn in baseline() and variant(). It is called automatically by gauge() when the result stored in cld_exec@data is a class_stat_infer subclass.

Usage

auto_gauge(x, ...)

Arguments

x

A class_stat_infer subclass object, typically cld_exec@data.

...

Currently unused. Passed to the dispatched method.

Value

A tibble with metric and value columns, one row per effect-size quantity.

Details

Register a method on your output class to participate:

S7::method(auto_gauge, my_test_result) = function(x, ...) {
    tibble::tibble(metric = "cohens_d", value = ...)
}

A variant whose fn returns the same result class as baseline inherits auto_gauge() for free via S7's parent chain.

See also

gauge(), making_gauge(), method_gauge(), class_stat_infer