7 citations · 7 across the 3 of their papers we have counts for
4 papers
Empirical process theory for nonsmooth functions under functional dependence
Nathawut Phandoidaen, Stefan Richter
We provide an empirical process theory for locally stationary processes over nonsmooth function classes. An important novelty over other approaches is the use of the flexible funct…
Multiplicative deconvolution in survival analysis under dependency
Sergio Brenner Miguel, Nathawut Phandoidaen
We study the non-parametric estimation of an unknown survival function S with support on R+ based on a sample with multiplicative measurement errors. The proposed fully-data driven…
Forecasting time series with encoder-decoder neural networks
Nathawut Phandoidaen, Stefan Richter
In this paper, we consider high-dimensional stationary processes where a new observation is generated from a compressed version of past observations. The specific evolution is mode…
Empirical process theory for locally stationary processes
Nathawut Phandoidaen, Stefan Richter
We provide a framework for empirical process theory of locally stationary processes using the functional dependence measure. Our results extend known results for stationary Markov…