Clone: Opportunity deep clone

I would like to clone an opportunity including products. If I do the following call:

Opportunity cloneOpp = myOpp.clone(false, true);

Not all the fields are copied and also none of the products. Has this something todo with RecordTypes? But even if I set the Recordtype manually (because otherwise it takes the wrong one) it doesn't work.