Locally Adaptive Bayesian Isotonic Regression using Half Shrinkage Priors

Ryo Okano, Yasuyuki Hamura, Kaoru Irie +1

Isotonic regression or monotone function estimation is a problem of estimating function values under monotonicity constraints, which appears naturally in many scientific fields. Th…