For the rear lower it will probably cost about £300/£400 depending if you can find one second hand on ebay and get it sprayed up.
Sorry to hear about the theft though. Absolutely amazes me the levels some people stoop to.
And it will more than likely be someone who knows someone who wanted that part, would love to get hands on if I found them!