Nothing
tests/testthat/helper.R
In statsExpressions: Tidy Dataframes and Expressions with Statistical Details
# nolint start: indentation_linter, commas_linter.
# styler: off
# load hard dependencies used in tests
library(dplyr, warn.conflicts = FALSE)
options(lifecycle_verbosity = "warning")
# Same as a smaller subset of `ggplot2::msleep` dataset
# datapasta::dpasta(dplyr::select(ggplot2::msleep, brainwt, vore, conservation, sleep_total, sleep_rem))
msleep <- dplyr::tribble(
~brainwt , ~vore , ~conservation , ~sleep_total , ~sleep_rem ,
NA , "carni" , "lc" , 12.1 , NA ,
0.0155 , "omni" , NA , 17 , 1.8 ,
NA , "herbi" , "nt" , 14.4 , 2.4 ,
0.00029 , "omni" , "lc" , 14.9 , 2.3 ,
0.423 , "herbi" , "domesticated" , 4 , 0.7 ,
NA , "herbi" , NA , 14.4 , 2.2 ,
NA , "carni" , "vu" , 8.7 , 1.4 ,
NA , NA , NA , 7 , NA ,
0.07 , "carni" , "domesticated" , 10.1 , 2.9 ,
0.0982 , "herbi" , "lc" , 3 , NA ,
0.115 , "herbi" , "lc" , 5.3 , 0.6 ,
0.0055 , "herbi" , "domesticated" , 9.4 , 0.8 ,
NA , "omni" , "lc" , 10 , 0.7 ,
0.0064 , "herbi" , "domesticated" , 12.5 , 1.5 ,
0.001 , "omni" , "lc" , 10.3 , 2.2 ,
0.0066 , "omni" , NA , 8.3 , 2 ,
0.00014 , "omni" , "lc" , 9.1 , 1.4 ,
0.0108 , "carni" , "lc" , 17.4 , 3.1 ,
0.0123 , "herbi" , "lc" , 5.3 , 0.5 ,
0.0063 , "omni" , "lc" , 18 , 4.9 ,
4.603 , "herbi" , "en" , 3.9 , NA ,
3e-04 , "insecti" , "lc" , 19.7 , 3.9 ,
0.655 , "herbi" , "domesticated" , 2.9 , 0.6 ,
0.419 , "herbi" , "domesticated" , 3.1 , 0.4 ,
0.0035 , "omni" , "lc" , 10.1 , 3.5 ,
0.115 , "omni" , "lc" , 10.9 , 1.1 ,
NA , "herbi" , NA , 14.9 , NA ,
0.0256 , "carni" , "domesticated" , 12.5 , 3.2 ,
0.005 , "omni" , NA , 9.8 , 1.1 ,
NA , "herbi" , "cd" , 1.9 , 0.4 ,
NA , "carni" , "cd" , 2.7 , 0.1 ,
0.325 , "carni" , "lc" , 6.2 , 1.5 ,
0.01227 , "herbi" , "lc" , 6.3 , 0.6 ,
1.32 , "omni" , NA , 8 , 1.9 ,
NA , "herbi" , "vu" , 9.5 , 0.9 ,
5.712 , "herbi" , "vu" , 3.3 , NA ,
NA , "carni" , "lc" , 19.4 , 6.6 ,
0.179 , "omni" , NA , 10.1 , 1.2 ,
NA , "herbi" , "lc" , 14.2 , 1.9 ,
0.001 , "herbi" , "en" , 14.3 , 3.1 ,
NA , "herbi" , NA , 12.8 , NA ,
4e-04 , "herbi" , "nt" , 12.5 , 1.4 ,
0.00025 , "insecti" , NA , 19.9 , 2 ,
NA , "herbi" , "nt" , 14.6 , NA ,
0.0125 , "carni" , NA , 11 , NA ,
NA , "herbi" , "lc" , 7.7 , 0.9 ,
NA , "carni" , "lc" , 14.5 , NA ,
0.0121 , "herbi" , "domesticated" , 8.4 , 0.9 ,
0.175 , "herbi" , "domesticated" , 3.8 , 0.6 ,
0.44 , "omni" , NA , 9.7 , 1.4 ,
NA , "carni" , "en" , 15.8 , NA ,
0.157 , "carni" , "nt" , 10.4 , NA ,
NA , "carni" , "vu" , 13.5 , NA ,
0.18 , "omni" , NA , 9.4 , 1 ,
0.0024 , NA , "lc" , 10.3 , 2.7 ,
NA , "omni" , "lc" , 11 , NA ,
NA , NA , NA , 11.5 , NA ,
0.0114 , NA , NA , 13.7 , 1.8 ,
NA , "carni" , "vu" , 3.5 , 0.4 ,
NA , "carni" , "vu" , 5.6 , NA ,
NA , "herbi" , NA , 11.1 , 1.5 ,
0.081 , "insecti" , "en" , 18.1 , 6.1 ,
0.021 , NA , "lc" , 5.4 , 0.5 ,
0.0019 , "herbi" , "lc" , 13 , 2.4 ,
NA , "omni" , NA , 8.7 , NA ,
0.02 , "omni" , NA , 9.6 , 1.4 ,
0.0012 , "insecti" , "lc" , 8.4 , 2.1 ,
0.00118 , "herbi" , NA , 11.3 , 1.1 ,
0.003 , NA , NA , 10.6 , 2.4 ,
0.0057 , "herbi" , "lc" , 16.6 , NA ,
0.004 , "herbi" , "lc" , 13.8 , 3.4 ,
NA , "herbi" , "lc" , 15.9 , 3 ,
0.00033 , NA , NA , 12.8 , 2 ,
0.18 , "omni" , "domesticated" , 9.1 , 2.4 ,
0.025 , "insecti" , NA , 8.6 , NA ,
NA , "herbi" , NA , 15.8 , NA ,
0.169 , "herbi" , "vu" , 4.4 , 1 ,
0.0026 , "omni" , NA , 15.6 , 2.3 ,
0.0025 , "omni" , NA , 8.9 , 2.6 ,
NA , "carni" , NA , 5.2 , NA ,
0.0175 , "carni" , NA , 6.3 , 1.3 ,
0.0445 , "carni" , NA , 12.5 , NA ,
0.0504 , "carni" , NA , 9.8 , 2.4
)
data_with_subid <- dplyr::tribble(
~score , ~condition , ~id ,
70 , "5" , "1" ,
82.5 , "1" , "1" ,
97.5 , "2" , "1" ,
100 , "3" , "1" ,
52.5 , "4" , "1" ,
62.5 , "4" , "2" ,
92.5 , "5" , "2" ,
70 , "1" , "2" ,
90 , "2" , "2" ,
92.5 , "3" , "2" ,
90 , "2" , "3" ,
75 , "3" , "3" ,
60 , "3" , "4" ,
90 , "4" , "3" ,
85 , "2" , "4" ,
67.5 , "1" , "3" ,
90 , "5" , "4" ,
72.5 , "5" , "3" ,
45 , "4" , "4" ,
60 , "1" , "4" ,
72.5 , "1" , "5" ,
80 , "4" , "5" ,
100 , "3" , "5" ,
100 , "5" , "5" ,
97.5 , "2" , "5" ,
95 , "5" , "6" ,
65 , "1" , "6" ,
87.5 , "2" , "6" ,
90 , "3" , "6" ,
62.5 , "4" , "6" ,
100 , "4" , "7" ,
100 , "5" , "7" ,
97.5 , "1" , "7" ,
100 , "2" , "7" ,
97.5 , "3" , "7" ,
95 , "2" , "8" ,
82.5 , "3" , "8" ,
82.5 , "4" , "8" ,
40 , "1" , "8" ,
92.5 , "5" , "8" ,
85 , "3" , "9" ,
72.5 , "2" , "9" ,
35 , "5" , "9" ,
27.5 , "4" , "9" ,
82.5 , "1" , "9"
)
data_meta <- dplyr::tribble(
~study , ~estimate , ~std.error ,
"Morton" , -0.83035 , 1.24702 ,
"Rasmussen" , -1.05605 , 0.41407 ,
"Smith" , -1.27834 , 0.80814 ,
"Abraham" , -0.04349 , 1.42951 ,
"Feldstedt" , 0.22314 , 0.48917 ,
"Schechter" , -2.40752 , 1.07221 ,
"Ceremuzynski" , -1.28093 , 1.19373 ,
"Bertschat" , -1.1917 , 1.66129 ,
"Singh" , -0.69575 , 0.53618 ,
"Pereira" , -2.20827 , 1.10965 ,
"Schechter 1" , -2.03816 , 0.78073 ,
"Golf" , -0.85015 , 0.61845 ,
"Thogersen" , -0.79323 , 0.62587 ,
"LIMIT-2" , -0.29934 , 0.14657 ,
"Schechter 2" , -1.57079 , 0.57404 ,
"ISIS-4" , 0.05759 , 0.03164
)
# styler: on
# nolint end
Try the statsExpressions package in your browser
Any scripts or data that you put into this service are public.
statsExpressions documentation built on Oct. 9, 2026, 5:06 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
# nolint start: indentation_linter, commas_linter.
# styler: off
# load hard dependencies used in tests
library(dplyr, warn.conflicts = FALSE)
options(lifecycle_verbosity = "warning")
# Same as a smaller subset of `ggplot2::msleep` dataset
# datapasta::dpasta(dplyr::select(ggplot2::msleep, brainwt, vore, conservation, sleep_total, sleep_rem))
msleep <- dplyr::tribble(
~brainwt , ~vore , ~conservation , ~sleep_total , ~sleep_rem ,
NA , "carni" , "lc" , 12.1 , NA ,
0.0155 , "omni" , NA , 17 , 1.8 ,
NA , "herbi" , "nt" , 14.4 , 2.4 ,
0.00029 , "omni" , "lc" , 14.9 , 2.3 ,
0.423 , "herbi" , "domesticated" , 4 , 0.7 ,
NA , "herbi" , NA , 14.4 , 2.2 ,
NA , "carni" , "vu" , 8.7 , 1.4 ,
NA , NA , NA , 7 , NA ,
0.07 , "carni" , "domesticated" , 10.1 , 2.9 ,
0.0982 , "herbi" , "lc" , 3 , NA ,
0.115 , "herbi" , "lc" , 5.3 , 0.6 ,
0.0055 , "herbi" , "domesticated" , 9.4 , 0.8 ,
NA , "omni" , "lc" , 10 , 0.7 ,
0.0064 , "herbi" , "domesticated" , 12.5 , 1.5 ,
0.001 , "omni" , "lc" , 10.3 , 2.2 ,
0.0066 , "omni" , NA , 8.3 , 2 ,
0.00014 , "omni" , "lc" , 9.1 , 1.4 ,
0.0108 , "carni" , "lc" , 17.4 , 3.1 ,
0.0123 , "herbi" , "lc" , 5.3 , 0.5 ,
0.0063 , "omni" , "lc" , 18 , 4.9 ,
4.603 , "herbi" , "en" , 3.9 , NA ,
3e-04 , "insecti" , "lc" , 19.7 , 3.9 ,
0.655 , "herbi" , "domesticated" , 2.9 , 0.6 ,
0.419 , "herbi" , "domesticated" , 3.1 , 0.4 ,
0.0035 , "omni" , "lc" , 10.1 , 3.5 ,
0.115 , "omni" , "lc" , 10.9 , 1.1 ,
NA , "herbi" , NA , 14.9 , NA ,
0.0256 , "carni" , "domesticated" , 12.5 , 3.2 ,
0.005 , "omni" , NA , 9.8 , 1.1 ,
NA , "herbi" , "cd" , 1.9 , 0.4 ,
NA , "carni" , "cd" , 2.7 , 0.1 ,
0.325 , "carni" , "lc" , 6.2 , 1.5 ,
0.01227 , "herbi" , "lc" , 6.3 , 0.6 ,
1.32 , "omni" , NA , 8 , 1.9 ,
NA , "herbi" , "vu" , 9.5 , 0.9 ,
5.712 , "herbi" , "vu" , 3.3 , NA ,
NA , "carni" , "lc" , 19.4 , 6.6 ,
0.179 , "omni" , NA , 10.1 , 1.2 ,
NA , "herbi" , "lc" , 14.2 , 1.9 ,
0.001 , "herbi" , "en" , 14.3 , 3.1 ,
NA , "herbi" , NA , 12.8 , NA ,
4e-04 , "herbi" , "nt" , 12.5 , 1.4 ,
0.00025 , "insecti" , NA , 19.9 , 2 ,
NA , "herbi" , "nt" , 14.6 , NA ,
0.0125 , "carni" , NA , 11 , NA ,
NA , "herbi" , "lc" , 7.7 , 0.9 ,
NA , "carni" , "lc" , 14.5 , NA ,
0.0121 , "herbi" , "domesticated" , 8.4 , 0.9 ,
0.175 , "herbi" , "domesticated" , 3.8 , 0.6 ,
0.44 , "omni" , NA , 9.7 , 1.4 ,
NA , "carni" , "en" , 15.8 , NA ,
0.157 , "carni" , "nt" , 10.4 , NA ,
NA , "carni" , "vu" , 13.5 , NA ,
0.18 , "omni" , NA , 9.4 , 1 ,
0.0024 , NA , "lc" , 10.3 , 2.7 ,
NA , "omni" , "lc" , 11 , NA ,
NA , NA , NA , 11.5 , NA ,
0.0114 , NA , NA , 13.7 , 1.8 ,
NA , "carni" , "vu" , 3.5 , 0.4 ,
NA , "carni" , "vu" , 5.6 , NA ,
NA , "herbi" , NA , 11.1 , 1.5 ,
0.081 , "insecti" , "en" , 18.1 , 6.1 ,
0.021 , NA , "lc" , 5.4 , 0.5 ,
0.0019 , "herbi" , "lc" , 13 , 2.4 ,
NA , "omni" , NA , 8.7 , NA ,
0.02 , "omni" , NA , 9.6 , 1.4 ,
0.0012 , "insecti" , "lc" , 8.4 , 2.1 ,
0.00118 , "herbi" , NA , 11.3 , 1.1 ,
0.003 , NA , NA , 10.6 , 2.4 ,
0.0057 , "herbi" , "lc" , 16.6 , NA ,
0.004 , "herbi" , "lc" , 13.8 , 3.4 ,
NA , "herbi" , "lc" , 15.9 , 3 ,
0.00033 , NA , NA , 12.8 , 2 ,
0.18 , "omni" , "domesticated" , 9.1 , 2.4 ,
0.025 , "insecti" , NA , 8.6 , NA ,
NA , "herbi" , NA , 15.8 , NA ,
0.169 , "herbi" , "vu" , 4.4 , 1 ,
0.0026 , "omni" , NA , 15.6 , 2.3 ,
0.0025 , "omni" , NA , 8.9 , 2.6 ,
NA , "carni" , NA , 5.2 , NA ,
0.0175 , "carni" , NA , 6.3 , 1.3 ,
0.0445 , "carni" , NA , 12.5 , NA ,
0.0504 , "carni" , NA , 9.8 , 2.4
)
data_with_subid <- dplyr::tribble(
~score , ~condition , ~id ,
70 , "5" , "1" ,
82.5 , "1" , "1" ,
97.5 , "2" , "1" ,
100 , "3" , "1" ,
52.5 , "4" , "1" ,
62.5 , "4" , "2" ,
92.5 , "5" , "2" ,
70 , "1" , "2" ,
90 , "2" , "2" ,
92.5 , "3" , "2" ,
90 , "2" , "3" ,
75 , "3" , "3" ,
60 , "3" , "4" ,
90 , "4" , "3" ,
85 , "2" , "4" ,
67.5 , "1" , "3" ,
90 , "5" , "4" ,
72.5 , "5" , "3" ,
45 , "4" , "4" ,
60 , "1" , "4" ,
72.5 , "1" , "5" ,
80 , "4" , "5" ,
100 , "3" , "5" ,
100 , "5" , "5" ,
97.5 , "2" , "5" ,
95 , "5" , "6" ,
65 , "1" , "6" ,
87.5 , "2" , "6" ,
90 , "3" , "6" ,
62.5 , "4" , "6" ,
100 , "4" , "7" ,
100 , "5" , "7" ,
97.5 , "1" , "7" ,
100 , "2" , "7" ,
97.5 , "3" , "7" ,
95 , "2" , "8" ,
82.5 , "3" , "8" ,
82.5 , "4" , "8" ,
40 , "1" , "8" ,
92.5 , "5" , "8" ,
85 , "3" , "9" ,
72.5 , "2" , "9" ,
35 , "5" , "9" ,
27.5 , "4" , "9" ,
82.5 , "1" , "9"
)
data_meta <- dplyr::tribble(
~study , ~estimate , ~std.error ,
"Morton" , -0.83035 , 1.24702 ,
"Rasmussen" , -1.05605 , 0.41407 ,
"Smith" , -1.27834 , 0.80814 ,
"Abraham" , -0.04349 , 1.42951 ,
"Feldstedt" , 0.22314 , 0.48917 ,
"Schechter" , -2.40752 , 1.07221 ,
"Ceremuzynski" , -1.28093 , 1.19373 ,
"Bertschat" , -1.1917 , 1.66129 ,
"Singh" , -0.69575 , 0.53618 ,
"Pereira" , -2.20827 , 1.10965 ,
"Schechter 1" , -2.03816 , 0.78073 ,
"Golf" , -0.85015 , 0.61845 ,
"Thogersen" , -0.79323 , 0.62587 ,
"LIMIT-2" , -0.29934 , 0.14657 ,
"Schechter 2" , -1.57079 , 0.57404 ,
"ISIS-4" , 0.05759 , 0.03164
)
# styler: on
# nolint end
Try the statsExpressions package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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