Estimating a monotone probability mass function with known flat regions
  We propose a new estimator of a discrete monotone probability mass function with known flat regions. We analyse its asymptotic properties and compare its performance to the Grenander estimator and to the monotone rearrangement estimator. 
Dragi Anevski and Vladimir M. Pastukhov
math.ST stat.TH