simulate_values: simulate_values

In shahar-lab/RLR: What the Package Does (One Line, Title Case)

simulate_values

Description

This function simulates values of 4 groups by 2 conditions

Usage

simulate_values(
  population_size,
  mean_group1,
  mean_group2,
  sd_group1,
  sd_group2,
  interaction_difference,
  independent_var_name_1,
  independent_var_name_2,
  dependent_var_name
)

Arguments

population_size	Size of the population you simulate
mean_group1	mean of first condition
mean_group2	mean of second condition
sd_group1	sd of first condition
sd_group2	sd of second condition
interaction_difference	the interaction in y values
independent_var_name_1	name of variable 1
independent_var_name_2	name of variable 2
dependent_var_name	name of dependent variable

Details

This function is the first step in the power simulation pipeline

Value

Returns a df showing the values of the population in all the conditions

Examples

## Not run: 
df =
simulate_values(population_size=10000,
mean_group1=0.54,
mean_group2=0.51,
sd_group1=0.04,
sd_group2=0.02,
interaction_difference=0.02,
independent_var_name_1 = "reward",
independent_var_name_2 = "load",
dependent_var_name = "stay_key")

## End(Not run)

shahar-lab/RLR documentation built on March 2, 2024, 4:40 a.m.