An function to illustrate the risk of selection bias in conventional modelling approaches by simulating a dataset with no information and conducting conventional modelling with prefiltration.
A list including a dataframe of results, a dataframe of the median number of variables selected and a plot illustrating false positive selection.
The number of rows to simulate.
The number of columns to simulate.
The p-value threshold to use in univariate pre-filtration.