def _ll_nb1(y, X, beta, alph):
 ll = _ll_nbp(y, X, beta, alph, Q=1)
 return ll

def _ll_nb1 ( y , X , beta , alph ) : ll = _ll_nbp ( y , X , beta , alph , Q = 1 ) return ll
negative binomial regression .