Generate dataset for minimal example

Calculate true summary statistics value for generate_minimal_example

Create an empty assumtions tibble for generate_minimal_example

Usage

generate_minimal_example(condition, fixed_objects = NULL)

true_summary_statistics_minimal_example(Design)

assumptions_minimal_example(print = interactive())

Arguments

condition: row of Design dataset
fixed_objects: list of parameters that are fixed across simulations
Design: data.frame with parameter values
print: print code to generate parameter set?

Value

a simulated dataset

For true_summary_statistics_minimal_example: the Design tibble with added column eff_size

For assumptions_mimimal_example: a design tibble with default values invisibly

Functions

true_summary_statistics_minimal_example(): calculate true effect size
assumptions_minimal_example(): generate default assumptions tibble

Examples

Design <- assumptions_minimal_example() |>
true_summary_statistics_minimal_example()

dat <- generate_minimal_example(Design[1,])
head(dat)
#>   group          y
#> 1     1  1.4864143
#> 2     1  0.1427555
#> 3     1  0.7911104
#> 4     1  0.9781716
#> 5     1  1.3717289
#> 6     1 -1.3006149