No, shut it down for the reasons stated above.
What model transmission do you have? That will effect whether you should leave it in neutral or reverse when sailing (with the engine off of course). The only thing that this effects is whether the prop is spinning or not. On some transmissions, the oil pump doesn't work in neutral so you don't want to let the prop freewheel.