In the rent-control case, for example, here is one (paywalled and somewhat dated) dissenting view: http://www.springerlink.com/content/k75072652rkxut61/. Pointed out mostly as an example--- it's quite possible that particular paper is now obsolete and adequately responded to. It's a common approach to dissenting from economic conclusions, though: you admit that a particular widely held belief is true in a particular model, but then argue that the model doesn't sufficiently correspond to reality, e.g. because it doesn't incorporate certain important effects.
The historical justification of rent control is that it allows for security of tenure: hence, even renters can put down roots, and a community can have time to develop. The communities I love seem to have required more time to develop than the cycles of the real estate market would allow. Even if I personally pay more rent, I benefit from those communities.
How do the economists model that? They probably don't. They do answer one question: the housing stock in Dallas and Houston is dramatically more affordable and probably built to a higher standard than the equivalent in SF and NYC, but the quality of life is significantly different (to my personal tastes, sacrificed.) The economists are answering the wrong question.
Rent control does seem to create quite an affordable housing shortage, though. One wonders, however, if ultimately it spurs on a lot of upscale development, since the premium you can charge for new units is so much higher, relatively. (giving you SF's South Beach...)
Edit:
Cato's article on the subject describes the change of Boston and Cambridge from a rent controlled to a free market system, on January 1, 1997.
http://www.cato.org/pubs/pas/pa-274.html
Can anyone describe the change in vibe from before January 1, 1997 to now?
The problem with arguing about economics is that for some people, this is a desirable outcome -- rent control creates nice cities. For others, the outcome is undesirable -- rent control makes it more difficult for the poor to afford housing.
Nobody can argue that rent control is good or bad as a matter of fact; this is an opinion. That's why economists don't model that, it's like trying to calculate whether chocolate or vanilla is a better flavor.
What can be argued is the stated intention vs. the outcome; when a politician argues that rent control will keep housing affordable for low income people, we can state with a very high degree of certainty that he's wrong.
The ugly side of this is that most people don't care whether the politician has got his facts straight. They want the outcome he's promising.
Counterpoint: surprising to me is the number of economists who "agree" with this statement.
First of all, it does not compute, intuitively, to me as a logical "AND" statement. "Quantity" and "quality" are two completely different things.
"Quality of housing" would be a function of renting vs. owning status (e.g. paying rent vs. paying a mortgage), further subjected to the degree of separation between the tenant and the actual mortgage/title holder. "Quantity of housing" would be a function of information asymmetry between "buyers" and "sellers", and obviously price (determined by the kind of information asymmetry).
Wikipedia has a pretty good summary / history about the origin of rent control: http://en.wikipedia.org/wiki/Rent_control
They both cost to maintain or increase though - and rent control limits the returns of increasing either; which reduces the owner's incentive to maintain the quality of existing housing or to build new.
Professionals will tend to hedge their answers when they can conceive of any kind of scenario that would contradict an absolute like "A ceiling on rents reduces the quantity and quality of housing available.". A ceiling of 2 trillion dollars/sq. foot would likely not impact on the quality or quantity of housing in the US, to make up a wild counter-claim off the top of my head.
Assumptions, assumptions! They plague everybody, not only economists. F = ma only in the non-relativistic limit with a constant mass.
Before you say "of course we are thinking in the non-relativistic limit", be mindful most of the rest of the universe, moving around at sizable fractions of c compared to us, disagrees with you.