Bridging Bayesian and minimax mean square error estimation via Wasserstein distributionally robust optimization
| Year of publication: |
2023
|
|---|---|
| Authors: | Viet Anh Nguyen ; Shafieezadeh-Abadeh, Soroosh ; Kuhn, Daniel ; Mohajerin Esfahani, Peyman |
| Published in: |
Mathematics of operations research. - Hanover, Md. : INFORMS, ISSN 1526-5471, ZDB-ID 2004273-5. - Vol. 48.2023, 1, p. 1-37
|
| Subject: | affine estimator | distributionally robust optimization | minimum mean square error estimation | Wasserstein distance | Schätztheorie | Estimation theory | Robustes Verfahren | Robust statistics |
-
Distributionally robust inverse covariance estimation : the Wasserstein shrinkage estimator
Viet Anh Nguyen, (2022)
-
Cheramin, Meysam, (2022)
-
Distributionally robust newsvendor under stochastic dominance with a feature-based application
Fu, Mingyang, (2024)
- More ...
-
Distributionally robust inverse covariance estimation : the Wasserstein shrinkage estimator
Viet Anh Nguyen, (2022)
-
From data to decisions : distributionally robust optimization is optimal
Parys, Bart P. G. van, (2021)
-
Mean-covariance robust risk measurement
Nguyen, Viet Anh, (2021)
- More ...