28 citations · 54 across the 8 of their papers we have counts for
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stat.CO2017★ 2 cited
Aggregated moving functional median in robust prediction of hierarchical functional time series - an application to forecasting web portal users behaviors
Daniel Kosiorowski, Dominik Mielczarek, Jerzy P. Rydlewski
In this article, a new nonparametric and robust method of forecasting hierarchical functional time series is presented. The method is compared with Hyndman and Shang's method with…
stat.CO2014★ 28 cited
DepthProc An R Package for Robust Exploration of Multidimensional Economic Phenomena
Daniel Kosiorowski, Zygmunt Zawadzki
Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate socio-economic phenomena. The offered techniques may b…