Publications

• Optimal transport representations and functional principal components for distribution-valued processes. [preprint][BibTeX]

         Hang Zhou and Hans-Georg Müller.

         Submitted, (2024+).

• Detecting Errors in Numerical Data via any Regression Model. [preprint][BibTeX][code][blog]

         Hang Zhou, Jonas Mueller, Mayank Kumar, Jane-Ling Wang and Jing Lei.

         Submitted, (2024+).

• Wasserstein-Fréchet Integration of Conditional Distributions.

         Álvaro Gajardo, Hans-Georg Müller and Hang Zhou.

         In revision at Electronic Journal of Statistics, (2024+).

• Theory of functional principal component analysis for noisy and discretely observed data. [preprint][BibTeX]

         Hang Zhou, Dongyi Wei and Fang Yao.

         Submitted, (2024+).

• Intrinsic Wasserstein Correlation Analysis. [journal][preprint][BibTeX][code]

         Hang Zhou, Zhenhua Lin and Fang Yao.

         Statistica Sinica, in press (2024+).

• Functional linear regression for discretely observed data: from ideal to reality. [journal][BibTeX][code]

         Hang Zhou, Fang Yao and Huiming Zhang.

         Biometrika, (2023).