I wish I had found out about the non-stitch marker way before starting. I don't think you can switch once you've been doing it the other way, can you??
By `non stitch marker way' you mean purling the stitches between the two twisted ones, right? Yes you can switch. Those are the ones that will be dropped, so it doesn't matter if they were originally knitted or purled.