Please refer this chart for Egg substitutes for Cakes (brownies, cookies and rest)
Personally I would go with Almond milk or Coconut milk. But you can use equal amount of Soy milk or rice milk. Depending on the recipe, equal amounts of water or juice would work as well.
You might find these related links useful: