Raw simulation results
Format
A list of length 160, each containing a large tibble() of raw results.
Details
For our simulation study, we varied the following settings:
Data generation mechanism:
srs,strat,clust,strclSample size: 500, 1000, 2000, 3000
Factor model: 5 models with various number of items and latent factors. See article details.
Simulation type: Type I error analysis or Power analysis
Thus, in total there are \(4 \times 4 \times 5 \times 2 = 160\) unique simulation scenarios. The R object all_res is a list of length 160 with each entry containing a tibble() of raw results (test statistic value, degrees of freedom, name of test, p-value, convergence, matrix ranks, and random seed) for each scenario. Note that there are 7 tests in total that was investigated, and each scenario was replicated a total of 1000 times.