ranked_balances: Extract ranked standard deviations from summary

In LudvigOlsen/R-splitters: Creating Groups from Data

Extract ranked standard deviations from summary

Description

\Sexpr[results=rd, stage=render]{lifecycle::badge("experimental")}

Extract the standard deviations (default) from the "Summary" data.frame from the output of summarize_balances(), ordered by the `SD_rank` column.

See examples of usage in summarize_balances().

Usage

ranked_balances(summary, measure = "SD")

Arguments

summary	"Summary" data.frame from output of summarize_balances(). Can also be the direct output list of summarize_balances(), in which case the "Summary" element is used.
measure	The measure to extract rows for. One of: "mean", "median", "SD", "IQR", "min", "max". The most meaningful measures to consider as metrics of balance are `SD` and `IQR`, as a smaller spread of variables across group summaries means they are more similar. NOTE: Ranks are of standard deviations and not affected by this argument.

Value

The rows in `summary` where `measure` == "SD", ordered by the `SD_rank` column.

Author(s)

Ludvig Renbo Olsen, [e-mail]

See Also

Other summarization functions: summarize_balances(), summarize_group_cols()

LudvigOlsen/R-splitters documentation built on March 7, 2024, 6:59 p.m.