good questions.
1. note that the precision rate is decreasing when sample size large. it may imply that the detectability of PA has increased for minor factors, not the case in small sample size.
2. we can give it a try first. If it fails, use Pearson correlation instead.
2. they are linear model, so never appropriate for unfolding model.