There is nothing technically incorrect in my original response, but as I noted in a reply to Bandit below, I was coming at this from the experience of someone who has lived primarily in hot climates and whose experience of battery failure has always been premature draining, not adversely-impacted current in the cold.

In my mind, battery problems almost always = dead battery, so I wasn't thinking about a still operable but poorly performing battery in super cold temps.