det_range function

Determine the initial range for stability selection

This function perform regsem on bootstrap samples to determine the initial range for stability selection. Interquartile range of the bootstrap optimal regularization amounts are uesd as the final range.

det_range(data, model, times = 50, ...)

Arguments

• data: data frame
• model: lavaan output object.
• times: number of bootstrap samples used.
• ...: Any additional arguments to pass to regsem() or cv_regsem().

Returns

result the lambda values and the upper bound and lower bound of the interquartile range.