Easy way out: Flip a coin for each answer.
Obviously the author of the test cannot possibly know how your coin falls, so you get a true probabilistic chance for each answer.
This is basically the same idea as for randomized quicksort: To guard against malicious data, make your algorithm unpredictable.
Two additional Dimensions:
Discounting Rate/Function—how much the effects of your actions after ten years affect your choice.
Sliding Window Size/Function—how fast you discard old data, after all the world might have changed