I dont believe it was ever explained exactly how they died. But there is a scene before the credits in the first episode of series 4 where Lindsay, Penny and Bob (I think!) visit their graves and tombstones say that they all died on the same day. Lindsay and Bob then proceeded to "relieve themselves" on the graves.
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