To get the same results one must use the following parametrization: ``stats.f(dfn, dfd).cdf(x)=fdtr(dfn, dfd, x)``. >>> from scipy.stats import f >>> dfn, dfd = 1, 2 >>> x = 1 >>> fdtr_res = fdtr(dfn, dfd, x) # this will often be faster than below >>> f_dist_res = f(dfn, dfd).cdf(x) >>> fdtr_res == f_dist_res # test that results are equal True Ú