Dagon comments on Open thread, Oct. 12 - Oct. 18, 2015 - Less Wrong Discussion
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If they're independent, the odds are exactly the same as if two other major things had not been recently replaced. If they're dependent, the odds are higher. For this decision, you have a lot more evidence about the specific, so your base rate (unless it's incredibly small) doesn't matter, and the specific evidence of brokenness overwhelms it.
A better application is budgeting for next month. Compare how much you're planning to set aside for repairs with how much your wife is. See who's right. Update. Repeat.