Simultaneous estimation of multiple discrete unimodal distributions under stochastic order constraints

Yasuhiro Yoshida, Noriyoshi Sukegawa, Jiro Iwanaga

We study the problem of estimating multiple discrete unimodal distributions, motivated by search behavior analysis on a real-world platform. To incorporate prior knowledge of prece…