$ python multinom_test.py H0: the observed frequeicies follows the expected ones H1: the observed frequeicies does not follow the expected ones observed_frequencies = [0, 10, 6, 4, 5, 5] alpha = 0.05 chisquare: p = 0.064663, H0 is NOT rejected multinom_test: p = 0.030745, H0 is rejected (# of possible events = 324632)