Complex sentence: These parameters do not depend on the "fairness" of the process generating the elements of the sequence, that is, that + 's and −'s have equal probabilities, but only on the assumption that the elements are independent and identically distributed.
Split into simpler sentences: These parameters do not depend on the "fairness" of the process generating the elements of the sequence. Only on the assumption that the elements are independent and identically distributed.