Window Insulation in the Winter

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I have two windows that I don't care about light coming through.
What's the best and cheapest way to insulate these in the winter?
I have about an inch or two thickness I can work with. I know that thermal resistance increases with depth, so those thin plastics don't really do much other than prevent air from gaps.