4 citations · 4 across the 2 of their papers we have counts for
4 papers
Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States
Paromita Dubey, Yaqing Chen, Álvaro Gajardo +5
Delay differential equations form the underpinning of many complex dynamical systems. The forward problem of solving random differential equations with delay has received increasin…
Conditional Wasserstein Barycenters and Interpolation/Extrapolation of Distributions
Jianing Fan, Hans-Georg Müller
Increasingly complex data analysis tasks motivate the study of the dependency of distributions of multivariate continuous random variables on scalar or vector predictors. Statistic…
Functional Models for Time-Varying Random Objects
Paromita Dubey, Hans-Georg Müller
In recent years, samples of time-varying object data such as time-varying networks that are not in a vector space have been increasingly collected. These data can be viewed as elem…
Rank Dynamics for Functional Data
Yaqing Chen, Matthew Dawson, Hans-Georg Müller
The study of the dynamic behavior of cross-sectional ranks over time for functional data and the ranks of the observed curves at each time point and their temporal evolution can yi…