Yaqing Chen

发表

Wasserstein Gradients for the Temporal Evolution of Probability Distributions

H. Muller, Yaqing Chen, 2018, 1809.03498.

Time dynamics of COVID-19

H. Müller, Jane-ling Wang, P. Dubey, 2020, Scientific reports.

Uniform convergence of local Fréchet regression and time warping for metric-space-valued trajectories∗

H. Müller, Yaqing Chen, 2020, 2006.13548.

Wasserstein Regression

H. Müller, H. Muller, Zhenhua Lin, 2020, Journal of the American Statistical Association.

Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories

H. Muller, Yaqing Chen, 2020, The Annals of Statistics.

Time dynamics of COVID-19

Jane-ling Wang, Y. Chen, J. Fan, 2020, Scientific Reports.

Modeling sparse longitudinal data in early neurodevelopment

Jane-Ling Wang, Sean Deoni, Paromita Dubey, 2021, NeuroImage.

Depth profiles and the geometric exploration of random objects through optimal transport

H. Muller, Yaqing Chen, Paromita Dubey, 2022, 2202.06117.

Trajectories of brain volumes in young children are associated with maternal education

H. Müller, Jane-ling Wang, Changbo Zhu, 2023, Human brain mapping.

Network evolution of regional brain volumes in young children reflects neurocognitive scores and mother’s education

H. Müller, Jane-ling Wang, Changbo Zhu, 2023, Scientific Reports.

Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States

Cody Carroll, Satarupa Bhattacharjee, Paromita Dubey, 2021, Journal of Mathematical Analysis and Applications.

Wasserstein Regression these are either Nadaraya – Watson type estimators that suffer from a severe curse of dimensionality

H. Müller, Yaqing Chen, Z. Lin, 2021 .

Metric statistics: Exploration and inference for random objects with distance profiles

H. Muller, Yaqing Chen, Paromita Dubey, 2022, The Annals of Statistics.

Rank dynamics for functional data

Hans-Georg Müller, Matthew Dawson, Yaqing Chen, 2018, Comput. Stat. Data Anal..