This is an MRE that shows an inconsistency in the use of emmeans() along with fct_na_value_to_level(). It wasn't easy to get the why of the error from my initial code ;)
I prefer to put it here instead on GitHub because I don't know which package can fix the behavior.
What do you think? Thank you
# I was dealing with na values in some factors and I decided to use the fct_na_value_to_level() function
warpbreaks2 <- warpbreaks |>
dplyr::mutate(
tension_na_value = forcats::fct_na_level_to_value(tension, "L"), # just to simulate some missing values in my datatset
tension_na_level = forcats::fct_na_value_to_level(tension_na_value, "missing"), # I want to make the missing values explicit for my later model
tension_na_level2 = forcats::fct_na_value_to_level(tension_na_value) # this is another try, without renaming the new explicit level
)
# For your information
levels(warpbreaks2$tension_na_level)
#> [1] "M" "H" "missing"
levels(warpbreaks2$tension_na_level2)
#> [1] "M" "H" NA
# First try : everything is ok
lm(breaks ~ wool * tension_na_level, data = warpbreaks2) |>
emmeans::emmeans (~ wool | tension_na_level)
#> tension_na_level = M:
#> wool emmean SE df lower.CL upper.CL
#> A 24.0 3.65 48 16.7 31.3
#> B 28.8 3.65 48 21.4 36.1
#>
#> tension_na_level = H:
#> wool emmean SE df lower.CL upper.CL
#> A 24.6 3.65 48 17.2 31.9
#> B 18.8 3.65 48 11.4 26.1
#>
#> tension_na_level = missing:
#> wool emmean SE df lower.CL upper.CL
#> A 44.6 3.65 48 37.2 51.9
#> B 28.2 3.65 48 20.9 35.6
#>
#> Confidence level used: 0.95
# Second try throws an error. the behaviour of emmeans() is not consistant, but maybe it's an issue with how fct_na_value_to_level() is written?
lm(breaks ~ wool * tension_na_level2, data = warpbreaks2) |>
emmeans::emmeans (~ wool | tension_na_level2)
#> Error in X[, nm, drop = FALSE]: indice hors limites
Created on 2024-07-08 with reprex v2.1.1
Session infosessioninfo::session_info()
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#> ──────────────────────────────────────────────────────────────────────────────
The bug is now solved, see https://github.com/rvlenth/emmeans/issues/500 for details. The error will be no more in the next emmeans release. Thanks to @russ