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stat.ME2022
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…
stat.ME2022★ 3 cited
On Data Augmentation for Models Involving Reciprocal Gamma Functions
Yasuyuki Hamura, Kaoru Irie, Shonosuke Sugasawa
In this paper, we introduce a new and efficient data augmentation approach to the posterior inference of the models with shape parameters when the reciprocal gamma function appears…