I think the second one is right. For the first one you should use in case that .
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MrPernicketyI presume the "that" (that follows each "in the event") is optional here, am I correct ?I don't have a problem leaving out "that" although my preference is to include it.
khoffIn the event that we get mugged, it will be too late to leave your wallet at home.Good point, I didn't even notice that.