Suppose we have a sequence of non-negative integers that is periodic with period :
Each takes on a value no greater than some constant :
We then take this sequence and do a simple convolution, for some constant and :
From we then form a probability distribution which gives the frequency of each of its values. Let if and otherwise. Then:
What I would like to find out is the extent to which this process can be reversed. I have two data points:
1) I know (pretty much) everything about the probability distribution : the distribution itself, its mean, range, variance, skewness, kurtosis, etc.
2) I can tell you the frequency of values of in one period, so that if the sequence is 1,0,2,3,1,0, I can tell you there are two 0's, two 1's, one 2, and one 3.