Preheat oven to 350°F
Combine flour, oats, brown sugar, cinnamon, and melted butter
Press half of the mixture into a 9x13 dish
Cover with sliced apples
Cook for 10 minutes with sugar, cornstarch, water, and vanilla
Pour over apples
Cover apples with remaining crumble
Bake 45 minutes