A nested list of emmGrid objects. The first level
indicates whether the EMMs were for timewise or male vs. female (MvF)
comparisons. The second level is a list of emmGrid objects, one for
each clinical analyte: Glucagon, Glucose, Glycerol, Leptin, and NEFA.
ANALYTES_EMMAn object of class list of length 2.
See vignette("ANALYTES_STATS") for details.
names(ANALYTES_EMM$timewise) # clinical analytes
#> [1] "Glucagon" "Glucose" "Glycerol" "Leptin" "NEFA"
str(ANALYTES_EMM$timewise)
#> List of 5
#> $ Glucagon:'emmGrid' object with variables:
#> timepoint = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
#> $ Glucose :'emmGrid' object with variables:
#> timepoint = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
#> $ Glycerol:'emmGrid' object with variables:
#> timepoint = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
#> $ Leptin :'emmGrid' object with variables:
#> timepoint = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
#> $ NEFA :'emmGrid' object with variables:
#> timepoint = SED, 1W, 2W, 4W, 8W
#> sex = Female, Male
#> Transformation: “log”
# Print one of the emmGrid objects
ANALYTES_EMM$timewise$Glucagon
#> sex = Female:
#> timepoint response SE df lower.CL upper.CL null t.ratio p.value
#> SED 111.3 16.99 49 81.9 151.3 1 30.867 <.0001
#> 1W 102.4 15.63 49 75.3 139.2 1 30.320 <.0001
#> 2W 99.2 16.59 49 70.9 138.8 1 27.487 <.0001
#> 4W 54.2 8.28 49 39.9 73.7 1 26.156 <.0001
#> 8W 71.2 10.87 49 52.4 96.8 1 27.941 <.0001
#>
#> sex = Male:
#> timepoint response SE df lower.CL upper.CL null t.ratio p.value
#> SED 37.4 5.71 49 27.5 50.8 1 23.722 <.0001
#> 1W 33.2 5.07 49 24.4 45.1 1 22.939 <.0001
#> 2W 29.9 4.56 49 22.0 40.6 1 22.256 <.0001
#> 4W 34.9 5.33 49 25.7 47.4 1 23.269 <.0001
#> 8W 44.9 6.85 49 33.0 61.0 1 24.919 <.0001
#>
#> Confidence level used: 0.95
#> Intervals are back-transformed from the log scale
#> Tests are performed on the log scale