Leeuw, Jan de; Hornik, Kurt; Mair, Patrick - In: Journal of Statistical Software 32 (2009) i05
In this paper we give a general framework for isotone optimization. First we discuss a generalized version of the pool-adjacent-violators algorithm (PAVA) to minimize a separable convex function with simple chain constraints. Besides of general convex functions we extend existing PAVA...