Statistical analyses of several clinical analytes described in
ANALYTES.
ANALYTES_STATSA list of data.frame objects with names "timewise"
(trained vs. SED comparisons) and "MvF" (male vs. female comparisons).
See vignette("ANALYTES_STATS") for details.
head(ANALYTES_STATS$timewise) # trained vs. SED comparisons
#> # A tibble: 6 × 16
#> response contrast sex ratio SE df null statistic_type statistic
#> <chr> <fct> <fct> <dbl> <dbl> <dbl> <dbl> <chr> <dbl>
#> 1 Glucagon 1W / SED Female 0.920 0.199 49 1 t.ratio -0.387
#> 2 Glucagon 2W / SED Female 0.891 0.202 49 1 t.ratio -0.510
#> 3 Glucagon 4W / SED Female 0.487 0.105 49 1 t.ratio -3.33
#> 4 Glucagon 8W / SED Female 0.640 0.138 49 1 t.ratio -2.07
#> 5 Glucagon 1W / SED Male 0.887 0.192 49 1 t.ratio -0.554
#> 6 Glucagon 2W / SED Male 0.799 0.173 49 1 t.ratio -1.04
#> # ℹ 7 more variables: p.value <dbl>, signif <ord>, model_type <chr>,
#> # obs_removed <chr>, formula <chr>, family <chr>, weights <chr>
head(ANALYTES_STATS$MvF) # male vs. female comparisons
#> # A tibble: 6 × 16
#> response contrast timepoint ratio SE df null statistic_type statistic
#> <chr> <fct> <fct> <dbl> <dbl> <dbl> <dbl> <chr> <dbl>
#> 1 Glucagon Male / F… SED 0.336 0.0725 49 1 t.ratio -5.05
#> 2 Glucagon Male / F… 1W 0.324 0.0700 49 1 t.ratio -5.22
#> 3 Glucagon Male / F… 2W 0.301 0.0683 49 1 t.ratio -5.30
#> 4 Glucagon Male / F… 4W 0.644 0.139 49 1 t.ratio -2.04
#> 5 Glucagon Male / F… 8W 0.630 0.136 49 1 t.ratio -2.14
#> 6 Glucose Male / F… SED 1.28 0.0727 50 1 t.ratio 4.35
#> # ℹ 7 more variables: p.value <dbl>, signif <ord>, model_type <chr>,
#> # obs_removed <chr>, formula <chr>, family <chr>, weights <chr>