3 possibilities in cases like this:
1- There is a warranty and they breached it.
2- They made a mistake in the paperwork.
3- They knew or should have known about serious problems and failed to disclose.
You will need a consultation with a competent consumer protection atty to know where you stand. Find someone competent here: http://www.naca.net