We characterize the weighted Hardy inequalities for monotone functions in Rn
+. In
dimension n = 1, this recovers the standard theory of Bp weights. For n > 1, the
result was previously only known for the case p = 1. In fact, our main theorem is
proved in the more general setting of partly ordered measure spaces.