replicate_sim: Repeat Simulation

In kthorstmann/simcom: Simulate and Compute Component Analysis for 2-Level Data

Description

Repeat Simulation

Usage

replicate_sim(REPS = 10, n_pop = 1000, b_s = 0.26, b_e = 0.19,
  s_p = 0.14, b_p = 0.27, s_e = 0.25, p_e = 0.23, cor_bs_l1 = 0.2,
  l1_var = 2, l1_bs_sample = 50)

Arguments

REPS	The number of simulations to be made of
n_pop	The size of the population to simulate
b_s	The correlation between behavior and the situational variable on level-2, which determines the correlation of their counterparts on level-1.
b_e	The correlation between the stable environment e and the behavior b.
s_p	The correlation between the situational variable and the average behavior.
b_p	The correlation between the average behavior and personality.
s_e	The correlation between the situation and the stable environment
p_e	The correlation between the personality p and the environment e.
cor_bs_l1	The average correlation of behavior and situations on level-1, within person.
l1_var	The variance of the level-1 variables (the larger, the less accurate will the mean reflect the true score at fewer measurement occasions)
l1_bs_sample	The number of level-1 measurement occaisons that are sampled.

Value

Returns a list with two objects: The first is a data frame for the component analyses, the second is a vector with the explained variances.

Examples

replicate_sim(10)

kthorstmann/simcom documentation built on May 22, 2019, 4:41 p.m.