Evaluate each variable provided

Measure some summary statistics of the whole cohort of samples

Usage

evaluate_orig(pheno)

Arguments

pheno

Data.frame with information about the samples

Value

A matrix with the mean, standard deviation, MAD values of the numeric variables, the entropy of the categorical, and the amount of NA per variable.

See also

Other functions to evaluate samples: evaluate_entropy(), evaluate_independence(), evaluate_index(), evaluate_mad(), evaluate_mean(), evaluate_na(), evaluate_sd()

Examples

data(survey, package = "MASS")
evaluate_orig(survey[, c("Sex", "Age", "Smoke")])
#>         Sex       Age     Smoke
#> mean      0 20.374515 0.0000000
#> sd        0  6.474335 0.0000000
#> mad       0  1.605656 0.0000000
#> na        1  0.000000 1.0000000
#> entropy   1  0.000000 0.5143828