Hmm... in theory: yes.

But practically there are maximum stats prices that are limits for your price increasement.
You can influence the prices for such unpopular products (which I think is always very interesting!), but not as much as you want. You will notice that there is some kind of limit for your prices. The system is a bit confusing: You can sell for more in your stores but the average stats price will not raise anymore.
Here you can see the maximum stats prices for each product.
Click!
@ NYK: Just an addition:
I guess the best profits have wardrobes, directly followed by tables, then far beyond this come chairs and a bit behind that come beds.