Extract trimming metadata from a ps_trim object

ps_trim_meta() returns the metadata list attached to a ps_trim object by ps_trim().

Usage

ps_trim_meta(x)

Arguments

x

A ps_trim object.

Value

A named list with elements:

method

Character string indicating the trimming method used.

keep_idx

Integer vector of retained observation indices.

trimmed_idx

Integer vector of trimmed observation indices.

n_obs

The number of observations those indices describe.

lower, upper

Numeric cutoffs, when applicable.

refit

Logical, TRUE if the model was refit via ps_refit().

focal_inverted

For a vector of scores, logical, TRUE if the scores are one minus the probability the fitted model reports, which ps_refit() reads to predict the same level.

Additional method-specific elements (e.g. cutoff, delta, lambda) may also be present.

keep_idx, trimmed_idx, and n_obs are absent when an operation that changed the number of observations dropped the record; see ps_trim().

See also

ps_trim() for trimming propensity scores, is_ps_trimmed() and is_unit_trimmed() for predicate queries.

Examples

ps <- c(0.05, 0.3, 0.6, 0.95)
trimmed <- ps_trim(ps, method = "ps", lower = 0.1, upper = 0.9)

ps_trim_meta(trimmed)
#> $method
#> [1] "ps"
#> 
#> $lower
#> [1] 0.1
#> 
#> $upper
#> [1] 0.9
#> 
#> $focal_inverted
#> [1] FALSE
#> 
#> $keep_idx
#> [1] 2 3
#> 
#> $trimmed_idx
#> [1] 1 4
#> 
#> $n_obs
#> [1] 4
#>