3 papers
math.AP2021
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…
stat.ME2019
Fréchet Change Point Detection
Paromita Dubey, Hans-Georg Müller
We propose a method to infer the presence and location of change-points in the distribution of a sequence of independent data taking values in a general metric space, where change-…
stat.ME2019
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…