DepthProc an R package for robust exploration of multidimensional economic phenomena D Kosiorowski, Z Zawadzki arXiv preprint arXiv:1408.4542, 2014 | 60 | 2014 |
Detecting a structural change in functional time series using local Wilcoxon statistic D Kosiorowski, JP Rydlewski, M Snarska Statistical Papers 60, 1677-1698, 2019 | 27 | 2019 |
Statystyczne funkcje głębi w odpornej analizie ekonomicznej D Kosiorowski Zeszyty Naukowe/Uniwersytet Ekonomiczny w Krakowie. Seria Specjalna, Monografie, 2012 | 22 | 2012 |
Functional regression in short-term prediction of economic time series D Kosiorowski Statistics in Transition. New Series 15 (4), 611-626, 2014 | 17 | 2014 |
Dilemmas of robust analysis of economic data streams D Kosiorowski Journal of Mathematical Sciences 218 (2), 167-181, 2016 | 13 | 2016 |
Robust classification and clustering based on the projection depth function D Kosiorowski Proceedings of COMPSTAT 2, 209-216, 2008 | 11 | 2008 |
Forecasting of a hierarchical functional time series on example of macromodel for day and night air pollution in silesia region: a critical overview D Kosiorowski, D Mielczarek, J Rydlewski arXiv preprint arXiv:1712.03797, 2017 | 9 | 2017 |
Functional outliers detection by the example of air quality monitoring D Kosiorowski, JP Rydlewski, Z Zawadzki Stat. Rev 65 (1), 81-98, 2018 | 8 | 2018 |
Wstęp do statystyki odpornej D Kosiorowski Kurs z wykorzystaniem środowiska R, Wydawnictwo UE w Krakowie, Kraków, 2012 | 8 | 2012 |
O odpornej analizie regresji w ekonomii na przykładzie koncepcji głębi regresyjnej D Kosiorowski Przegląd Statystyczny 54 (1), 109-121, 2007 | 8 | 2007 |
Generalized exponential smoothing in prediction of hierarchical time series D Kosiorowski, D Mielczarek, JP Rydlewski, M Snarska Statistics in Transition New Series 19 (2), 2018 | 7 | 2018 |
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases D Kosiorowski, D Mielczarek, J Rydlewski, M Snarska STATISTICS 111, 2014 | 7 | 2014 |
Centrality-oriented Causality--A Study of EU Agricultural Subsidies and Digital Developement in Poland K Daniel, JP Rydlewski arXiv preprint arXiv:1908.11099, 2019 | 6 | 2019 |
Individual rationality versus group rationality in statistical modelling issues D Kosiorowski Innovations in Classification, Data Science, and Information Systems …, 2005 | 6 | 2005 |
Two procedures for robust monitoring of probability distributions of economic data stream induced by depth functions D Kosiorowski Operations Research and Decisions 25 (1), 55--79, 2015 | 5 | 2015 |
Selected issues related to online calculation of multivariate robust measures of location and scatter D Kosiorowski, Z Zawadzki Proceedings of 8th A. Zeliaś International Conference, Zakopane, 87-96, 2014 | 5 | 2014 |
Student depth in robust economic data stream analysis D Kosiorowski Proceedings COMPSTAT, 437-449, 2012 | 5 | 2012 |
Statystyczne teorie kształtu w wielowymiarowej analizie porównawczej zjawisk ekonomicznych D Kosiorowski Akademia Ekonomiczna w Krakowie, Kraków, 2006 | 5 | 2006 |
DepthProc: Statistical depth functions for multivariate analysis Z Zawadzki, D Kosiorowski, K Slomczynski, M BO-CIAN, ... R package version 2 (3), 2020 | 4 | 2020 |
Evaluation of the Fourth Millennium Development Goal Realisation using Robust and Nonparametric Tools offered by a Data Depth Concept E Kosiorowska, D Kosiorowski, Z Zawadzki Folia Oeconomica Stetinensia 15 (1), 34-52, 2015 | 4 | 2015 |