Extract audit risk reasons
Value
A tibble::tibble() with one row per module-level reason and columns
module, status, risk, reason_id, and reason.
Examples
data("toy_moat")
audit <- moat(toy_moat, outcome = "outcome", batch = "batch", n_perm = 99)
audit_reasons(audit)
#> # A tibble: 9 × 5
#> module status risk reason_id reason
#> <chr> <chr> <chr> <int> <chr>
#> 1 design evaluated low 1 Design audit risk is low.
#> 2 batch evaluated high 1 Batch audit for aitchison distance has h…
#> 3 batch evaluated high 2 Batch audit for bray distance has high r…
#> 4 batch evaluated high 3 Feature-level batch diagnostic is high (…
#> 5 correction evaluated low 1 Batch adjustment appears statistically i…
#> 6 leakage evaluated low 1 Overall leakage risk is low.
#> 7 leakage evaluated low 2 No subject variable provided; repeated-m…
#> 8 leakage evaluated low 3 Batch variables appear balanced enough f…
#> 9 leakage evaluated low 4 No time variable provided; temporal leak…