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What would those percentages of home invasions be if the would-be invaders knew that the homeowners had no means of personal protection, beyond a golf club, baseball bat, etc.? Are we to assume that the criminals are likewise merely armed with golf clubs or baseball bats? Prohibition has proven that this logic doesn't hold water.
Stats can be manipulated however one wants to reinforce their opinion.
Known knowns vs unknown unknowns. Which is why stats, often times, are meaningless. Lots of extenuating circumstances that go both ways.