Revisit set_param! when one can overwrite values

[davidanthoff]

Just a place holder to remind me that we discuss this on Fri.

[lrennels]

Also may relate to #524

[corakingdon]

I'm going to close this one, since the changes we want for v1.0.0 are outlined in #524