It can happen - especially if your competitor uses grey hat tactics elsewhere on their site.
The official line is that it doesnn't happen but check out this link from SE Round Table for more details
Google: "Probably Possible" 3rd Party Bad Links Can Hurt You
You might also like to check out this from SEOMoz
SEOmoz | What if My Competitors Point Spammy Links to My Site?
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