Publications of the selected author

1

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Title:
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena
Source:
Journal of Statistical Software (2020) , s. 1-59. - Summ. - Bibliogr.
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2019 list:
200.00 pkt
Nr:
2168329559
article
2

Author:
Rydlewski Grzegorz , Kosiorowski Daniel
Title:
Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018 = Beta-regression Application to Model Relationships between the Unemployment Rate in Voivodships and Other Macroeconomic Indicators for the Years 2004-2018
Source:
Roczniki Kolegium Analiz Ekonomicznych. - nr 55 (2019) , s. 55-67. - Summ., streszcz. - Bibliogr.
Research program:
Jerzy P. Rydlewski uprzejmie dziękuje za wsparcie finansowe ze strony AGH w Krakowie, dotacja statutowa dla WMS grant numer 16.16.420.054.
Daniel Kosiorowski uprzejmie dziękuje za wsparcie finansowe ze strony MNiSW w ramach "Regional Initiative of Excellence" Programme for 2019-2022. Project no.: 021/RID/2018/19. Total financing: 11 897 131,40 PLN. Daniel Kosiorowski dziękuje również UEK w Krakowie za wsparcie w postaci środków na utrzymanie potencjału badawczego przyznanych Wydziałowi Zarządzania na 2019 r.
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Nr:
2168339175
article
3

Author:
Kosiorowski Daniel , Jaśko Przemysław , Szlachtowska Ewa
Conference:
The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2019-05-13 do 2019-05-16
Title:
A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling
Source:
The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Wydawnictwo C.H. Beck, 2019, s. 88-96. - Summ. - Bibliogr.
Research program:
DK and PJ thanks for financial support from the Ministry of Science and Higher Education within "Regional Initiative of Excellence" Programme for 2019-2022. Project no.: 021/ RID/2018/19. Total financing: 11 897 131,40 PLN
ISBN:
978-83-8158-734-1
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Nr:
2168336987
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4

Author:
Kosiorowski Daniel , Rydlewski Jerzy P. , Snarska Małgorzata
Title:
Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic
Source:
Statistical Papers. - vol. 60, iss. 5 (2019) , s. 1677-1698. - Summ. - Bibliogr.
Research program:
JPR research has been partially supported by theAGHlocal GrantNo. 15.11.420.038,
MS research has been partially supported by Cracow University of Economics local Grant Nos. 045.WF.KRYF.01.2015.S.5045, 161.WF.KRYF.02.2015.M.5161, and National Science Center Grant No. NCN.OPUS.2015.17.B.HS4.02708.
DK research has been supported by the CUE local Grants 2016 and 2017 for preserving scientific resources.
2019 list:
100.00 pkt
Nr:
2168313631
article
5

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2018-05-08 do 2018-05-11
Title:
New Proposal of Robust Classifier for Functional Data
Source:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2018, s. 200-208. - Summ. - Bibliogr.
Series:
(Socio-Economic Modelling and Forecasting ; no. 1)
Research program:
DK's research by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2017 and 2018.
ISBN:
978-83-65907-20-2
Nr:
2168324351
chapter in conference materials
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6

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2018-05-08 do 2018-05-11
Title:
Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics
Source:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2018, s. 209-218. - Summ. - Bibliogr.
Series:
(Socio-Economic Modelling and Forecasting ; no. 1)
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2018.
ISBN:
978-83-65907-20-2
Nr:
2168324353
chapter in conference materials
See main document
7

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy
Title:
Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview
Source:
Central European Journal of Economic Modelling and Econometrics (CEJEME) / eds. Jacek OSIEWALSKI, Aleksander Welfe. - vol. 10, nr 1 (2018) , s. 53-73. - Summ. - Bibliogr.
Research program:
JPR and DM's research has been partially supported by the AGH UST local grant no. 11.11.420.004 and DK's research by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2017 and 2018
Ministerial journal list:
b 14.00 pkt
Nr:
2168323681
article
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8

Author:
Kosiorowski Daniel , Rydlewski Jerzy P. , Zawadzki Zygmunt
Title:
Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza = Functional Outliers Detection by the Example of Air Quality Monitoring
Source:
Przegląd Statystyczny = Statistical Review. - vol. 65, z. 1 (2018) , s. 83-100. - Summ., streszcz. - Bibliogr.
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b 14.00 pkt
Nr:
2168329557
article
9

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Generalized Exponential Smoothing in Prediction of Hierarchical Time Series
Source:
Statistics in Transition : new series. - vol. 19, no 2 (2018) , s. 331-350. - Summ. - Bibliogr.
Research program:
JPR research has been partially supported by the AGH UST local grant no. 15.11.420.038.
DM and JPR research has been partially supported by the Faculty of Applied Mathematics AGH UST statutory tasks within subsidy of the Ministry of Science and Higher Education, grant no. 11.11.420.004.
MS research was partially supported by NSC Grant no. OPUS.2015.17.B.HS4.02708,
DK research has been partially supported by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2016, 2017 and 2018
Ministerial journal list:
b 15.00 pkt
Nr:
2168325091
article
10

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Title:
Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors
Publisher address:
New York: , 2017
Physical description:
21 s.: il.; 30 cm
Series:
(eprint arXiv ; no. 1802.05550)
Notes:
Summ., Bibliogr.
Research program:
JPR and DM's research has been partially supported by the AGHlocal grant no. 11.11.420.004 and DK's research by the CUE grant for preserving scientificresources
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Nr:
2168337509
publishing series
11

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2017-05-09 do 2017-05-12
Title:
SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour
Source:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2017, s. 143-152. - Summ. - Bibliogr.
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2017. JPR and DM thanks for the support related to AGH local grant
ISBN:
978-83-65173-85-0
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Nr:
2168313933
chapter in conference materials
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12

Author:
Szlachtowska Ewa
Title:
Odporna analiza skupisk w badaniach nowej gospodarki
Publisher address:
Kraków: , 2017
Physical description:
191 k.: il.; 30 cm
Notes:
Bibliogr.
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eDr-407
Nr:
2168335005
doctoral dissertation
13

Author:
Kosiorowski Daniel , Szlachtowska Ewa
Conference:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2017-05-09 do 2017-05-12
Title:
K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data
Source:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2017, s. 153-162. - Summ. - Bibliogr.
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2017
ISBN:
978-83-65173-85-0
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Nr:
2168313935
chapter in conference materials
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14

Title:
Prognozowanie warunkowej kowariancji z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej = Conditional Covariance Prediction in Portfolio Analysis Using MCD and PCS Robust Multivariate Scatter Estimators
Publisher address:
Kraków: Uniwersytet Ekonomiczny. Katedra Statystyki, 2016
Physical description:
29 s.: il.; 30 cm
Series:
(Raport Techniczny Katedry Statystyki Uniwersytetu Ekonomicznego w Krakowie ; 2)
Notes:
Summ., streszcz., Bibliogr.
Research program:
Praca została dofinansowana ze srodków przyznanych Wydziałowi Zarzadzania Uniwersytetu Ekonomicznego w Krakowie, w ramach dotacji na utrzymanie potencjału badawczego w roku 2016.
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Nr:
2168320771
publishing series
15

Author:
Title:
A Note on the Nonstationary Functional Time Series
Source:
Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences / ed. by Daniel KOSIOROWSKI, Małgorzata SNARSKA - Cracow: Foundation of the Cracow University of Economics, 2016, s. 89-101. - Summ. - Bibliogr.
ISBN:
978-83-65173-38-6 ; 978-83-65173-39-3
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Nr:
2168315739
chapter in monograph
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16

Title:
Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences
Publisher address:
Cracow: Foundation of the Cracow University of Economics, 2016
Physical description:
155 s.: il.; 24 cm
Notes:
Bibliogr. przy rozdz.
Research program:
Wydanie publikacji zostało sfi nansowane z dotacji na utrzymanie potencjału badawczego przyznanej Uniwersytetowi Ekonomicznemu w Krakowie
ISBN:
978-83-65173-38-6 ; 978-83-65173-39-3
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Nr:
2168315715
monograph
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17

Conference:
XXXII International Seminar on Stability Problems for Stochastic Models, Trondheim, Norwegia, od 2014-06-16 do 2014-06-21
Title:
Dilemmas of Robust Analysis of Economic Data Streams
Source:
Journal of Mathematical Sciences. - vol. 218, no. 2 (2016) , s. 167-181. - Summ. - Bibliogr.
Research program:
The author acknowledges financial support from the Polish National Science Center grant UMO- 2011/03/B/HS4/01138
Nr:
2168305703
article
18

Author:
Szlachtowska Ewa , Kosiorowski Daniel , Mielczarek Dominik
Title:
Ocena jakości aplikacyjnej odpornego algorytmu analizy skupień TCLUST na przykładzie zbioru danych dotyczących jakości powietrza w Krakowie = Evaluation of the Quality of Robust Clustering Algorithm TCLUST on the Example of Dataset of Air Pollutants Emission in Krakow
Source:
Przegląd Statystyczny = Statistical Review. - R. 63, z. 1 (2016) , s. 67-80. - Streszcz., summ. - Bibliogr.
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b 14.00 pkt
Nr:
2168305423
article
19

Title:
Prognozowanie kowariancji warunkowej z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej = Conditional Covariance Prediction in Portfolio Analysis Using MCD and PCS Robust Multivariate Scatter Estimators
Source:
Przegląd Statystyczny = Statistical Review. - R. 63, z. 2 (2016) , s. 149-171. - Streszcz., summ. - Bibliogr.
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b 14.00 pkt
Nr:
2168305785
article
20

Title:
Lokalne funkcje głębi w modelowaniu układów ekonomicznych = Local Depth Functions in Economic Systems Modelling
Source:
Studia Ekonomiczne : zeszyty naukowe Uniwersytetu Ekonomicznego w Katowicach. - nr 237 (2015) , s. 37-49. - Streszcz., summ. - Bibliogr.
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b 10.00 pkt
Nr:
2168303817
article
21

Author:
Kosiorowski Daniel , Mielczarek Dominik , Szlachtowska Ewa
Conference:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2015-05-12 do 2015-05-15
Title:
Clustering of Functional Objects in Energy Load Prediction Issues
Source:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2015, s. 108-117. - Summ. - Bibliogr.
ISBN:
978-83-65173-05-8 ; 978-83-65173-04-1
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Nr:
2168303445
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22

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Conference:
GDN 2015 - International Conference on Group Decision & Negotiation, Warszawa, Polska, od 2015-06-22 do 2015-06-26
Title:
Locality, Robustness and Interactions in Simple Cooperative Dynamic Game
Source:
The 15th International Conference on Group Decision & Negotiation Letters / red. Bogumił Kamiński, Gregory Kersten, Przemysław Szufel, Michał Jakubczyk, Tomasz Wachowicz - Warsaw: Warsaw School of Economics Press, 2015, s. 185-188. - Summ. - Bibliogr.
ISBN:
978-83-7378-985-2
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Nr:
2168301141
chapter in conference materials
23

Conference:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2015-05-12 do 2015-05-15
Title:
Functional Classifiers in Management of the Internet Service
Source:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2015, s. 87-97. - Summ. - Bibliogr.
ISBN:
978-83-65173-05-8 ; 978-83-65173-04-1
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Nr:
2168303441
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24

Conference:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2015-05-12 do 2015-05-15
Title:
Robust Estimators for Pareto and Lognormal Distributions in Income Inequalities Evaluation
Source:
The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2015, s. 98-107. - Summ. - Bibliogr.
ISBN:
978-83-65173-05-8 ; 978-83-65173-04-1
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Nr:
2168303443
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25

Author:
Kosiorowska Ewa , Kosiorowski Daniel , Zawadzki Zygmunt
Title:
Evaluation of the Fourth Millennium Development Goal Realisation using Robust and Nonparametric Tools offered by a Data Depth Concept
Source:
Folia Oeconomica Stetinensia. - vol. 15, nr 1 (2015) , s. 34-52. - Summ. - Bibliogr.
Ministerial journal list:
b 11.00 pkt
Nr:
2168301137
article
26

Title:
Two Procedures for Robust Monitoring of Probability Distributions of Economic Data Streams Induced by Depth Functions
Source:
Operations Research and Decisions. - vol. 25, no. 1 (2015) , s. 55-79. - Summ. - Bibliogr.
Ministerial journal list:
b 12.00 pkt
Nr:
2168297631
article
27

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Conference:
7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), Piza, Włochy, od 2014-12-06 do 2014-12-08
Title:
Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series
Source:
Programme and Abstracts of 8th International Conference on Computational and Financial Econometrics (CFE 2014) and 7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), University of Pisa, Italy 6-8 December 2014 - [Pisa]: CMStatistics and CFEnetwork, 2014, s. 178. - Dostępne tylko streszcz. w języku angielskim.
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Nr:
2168325955
varia
28

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Title:
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena
Publisher address:
New York: , 2014
Physical description:
57 s.: il.; 30 cm.
Series:
(eprint arXiv ; no. 1408.4542)
Notes:
Summ., Bibliogr.
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Nr:
2168329453
publishing series
29

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases
Source:
Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ2014, s. [107]-[128]. - Summ. - Bibliogr.
Nr:
2168302097
chapter in unpublished scientific work
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30

Title:
Functional Regression in Short-Term Prediction of Economic Time Series
Source:
Statistics in Transition : new series. - vol. 15, no. 4 (2014) , s. 611-626. - Summ. - Bibliogr.
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b 9.00 pkt
Nr:
2168290943
article
31

Author:
Title:
A Combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State
Source:
Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK - Cracow: Foundation of the Cracow University of Economics, 2014, s. 225-237 - Bibliogr.
ISBN:
978-83-62511-14-3 ; 978-83-62511-49-5
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Nr:
2168287685
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32

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series
Source:
Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ2014, s. [154]-[169]. - Summ. - Bibliogr.
Nr:
2168302123
chapter in unpublished scientific work
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33

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Conference:
8th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2014-05-06 do 2014-05-09
Title:
Selected Issues Related to Online Calculation of Multivariate Robust Measures of Location and Scatter
Source:
Proceedings of the 8th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2014, s. 87-96. - Summ. - Bibliogr.
ISBN:
978-83-62511-43-3
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Nr:
2168284413
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34

Title:
Income Distribution Models and Income Inequality Measures from the Robust Statistics Perspective Revisited = Wybrane zagadnienia modelowania rozkładu dochodu oraz pomiaru nierówności dochodowych rozpatrywane z punktu widzenia statystyki odpornej
Source:
Acta Universitatis Lodziensis. Folia Oeconomica. - vol. 6, t. 309 (2014) , s. 103-121. - Tytuł numeru: Regional Economic Analysis - Bibliogr.
Research program:
NCS financial support and DEC-011/03/B/HS4/01138
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b 6.00 pkt
Nr:
2168295969
article
35

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities
Source:
Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ2014, s. [141]-[153] - Bibliogr.
Nr:
2168302111
chapter in unpublished scientific work
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36

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities
Source:
Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK - Cracow: Foundation of the Cracow University of Economics, 2014, s. 309-319 - Bibliogr.
ISBN:
978-83-62511-14-3 ; 978-83-62511-49-5
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Nr:
2168287709
chapter in monograph
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37

Author:
Kosiorowski Daniel , Tracz Damian
Title:
On Robust Estimation of Pareto Models and Its Consequences for Government Aid Programs Evaluation
Source:
Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK - Cracow: Foundation of the Cracow University of Economics, 2014, s. 253-266 - Bibliogr.
ISBN:
978-83-62511-14-3 ; 978-83-62511-49-5
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Nr:
2168287689
chapter in monograph
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38

Title:
Odporna wielowymiarowa miara rozrzutu a wielkie zbiory danych
Source:
Statystyczne aspekty analizy wielkich zbiorów danych "Big Data" / kier. tematu: Andrzej SOKOŁOWSKI2014, s. 21-32
Signature:
NP-1499/Magazyn
Nr:
2168301039
chapter in unpublished scientific work
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39

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases
Source:
Statistics in Transition : new series. - vol. 15, no. 1 (2014) , s. 111-132. - Summ. - Bibliogr.
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b 9.00 pkt
Nr:
2168285693
article
40

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Title:
Selected Estimators of the Simple Regression in Analysis of Economic Data Streams
Source:
Knowledge, Economy, Society : Global and Regional Challenges of the 21st Century Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI - Cracow: Uniwersytet Ekonomiczny w Krakowie, 2013, s. 725-733 - Bibliogr.
ISBN:
978-83-62511-77-8
Nr:
2168268756
chapter in monograph
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41

Conference:
59th World Statistics Congress of the International Statistical Institute, Hong Kong, Chiny, od 2013-08-25 do 2013-08-30
Title:
Depth Based Methods for Estimation a Conditional Distribution in Data Streams
Source:
Proceedings of the 59th World Statistics Congress of the International Statistical Institute - Hague: International Statistical Institute, 2013, s. 3857-3862. - Summ. - Bibliogr.
ISBN:
978-90-73592-34-6
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Nr:
2168292623
chapter in conference materials
42

Title:
Czy współczesna statystyka jest potrzebna ekonomiście?
Source:
Kurier UEK / [red. Piotr CZARNIECKI]2013. - nr 4 (56), s. 46-47
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Nr:
2168280733
varia
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43

Title:
Robust Monitoring of a Multivariate Data Stream
Source:
Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2 / kier.: Jan CZEKAJ2013, s. 1-25. - Summ. - Bibliogr.
Signature:
NP-1382/2/Magazyn
Nr:
2168290329
chapter in unpublished scientific work
See main document
44

Author:
Kosiorowski Daniel , Bocian Mateusz , Węgrzynkiewicz Anna , Zawadzki Zygmunt
Title:
{Depthproc} Package in Multivariate Time Series Mining = Pakiet {DepthProc} w eksploracyjnej analizie wielowymiarowego szeregu czasowego
Source:
Acta Universitatis Lodziensis. Folia Oeconomica. - t. 286 (2013) , s. 243-251. - Tytuł numeru: Methods and Applications of Multivariate Statistical Analysis - Bibliogr.
Research program:
The work was partially supported by the by Polish National Center of Science Grant DEC-011/03/B/HS4/01138.
Ministerial journal list:
b 6.00 pkt
Nr:
2168286139
article
45

Title:
Krytyczna analiza wybranych odpornych algorytmów analizy skupisk
Source:
Historia metody k-średnich / kier. tematu: Andrzej SOKOŁOWSKI2013, s. 17-44
Signature:
NP-1441/Magazyn
Nr:
2168289869
chapter in unpublished scientific work
See main document
46

Author:
Kosiorowski Daniel , Snarska Małgorzata , Mielczarek Dominik , Rydlewski Jerzy
Title:
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases
Source:
Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2 / kier.: Jan CZEKAJ2013, s. 98-118. - Summ. - Bibliogr.
Signature:
NP-1382/2/Magazyn
Nr:
2168290341
chapter in unpublished scientific work
See main document
47

Title:
Wstęp do statystyki odpornej : kurs z wykorzystaniem środowiska R
Publisher address:
Kraków: Uniwersytet Ekonomiczny w Krakowie, 2012
Physical description:
64 s.: il.; 24 cm
Notes:
Bibliogr.
ISBN:
978-83-7252-567-3
Access mode:
Nr:
2168229756
academic script
48

Title:
Głębia położenia-rozrzutu w strumieniowej analizie danych ekonomicznych = Location-Scale Depth in Economic Data Stream Analysis
Source:
Przegląd Statystyczny = Statistical Review. - numer specjalny 1 (2012) , s. 87-108 - Bibliogr.
Ministerial journal list:
b 7.00 pkt
Nr:
2168257134
article
49

Title:
Odporny estymator prostego liniowego modelu mieszanego = Regression Depth-based Estimator for a Simple Linear Mixed Model
Source:
Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie = Cracow Review of Economics and Management. - nr 892 (2012) , s. 5-18. - Summ. - Bibliogr.
Ministerial journal list:
b 6.00 pkt
Nr:
2168256766
article
50

Title:
Generalizations of a Boxplot in a Decisionprocess Support
Source:
Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI - Kraków: Foundation of the Cracow University of Economics, 2012, s. 271-281 - Bibliogr.
ISBN:
978-83-62511-02-0
Nr:
2168243564
chapter in monograph
See main document
51

Title:
Statystyczne funkcje głębi we wstępnej analizie szeregu czasowego = Statistical Depth Functions in a Preliminary Analysis of Time Series
Source:
Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie = Cracow Review of Economics and Management / [red. nacz. Andrzej SOKOŁOWSKI]. - nr 884 (2012) , s. 43-58. - Summ. - Bibliogr.
Ministerial journal list:
b 6.00 pkt
Nr:
2168247680
article
See main document
52

Author:
Bocian Mateusz , Knapik Oskar , Kosiorowski Daniel , Węgrzynkiewicz Anna , Zawadzki Zygmunt
Title:
Statistical Depth Functions for Applications in the Economics
Source:
Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI - Kraków: Foundation of the Cracow University of Economics, 2012, s. 283-292 - Bibliogr.
ISBN:
978-83-62511-02-0
Nr:
2168243652
chapter in monograph
See main document
53

Title:
Analiza danych panelowych z wykorzystaniem głębi regresyjnej = Regression Depth Based Analysis of Panel Data
Source:
Acta Universitatis Lodziensis. Folia Oeconomica. - 271 (2012) , s. [129]-138. - Tytuł numeru: Statystyka w praktyce społeczno-gospodarczej - Bibliogr.
Ministerial journal list:
b 5.00 pkt
Nr:
2168235910
article
54

Title:
Statystyczne funkcje głębi w odpornej analizie ekonomicznej = The Statistical Functions of Depth in Robust Economic Analysis
Publisher address:
Kraków: Uniwersytet Ekonomiczny w Krakowie, 2012
Physical description:
217 s.: il.; 24 cm
Series:
(Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie. Seria Specjalna, Monografie ; nr 208)
Notes:
Summ., Bibliogr.
ISBN:
978-83-7252-564-2
Nr:
2168233856
monograph
55

Title:
Wielowymiarowe statystyki rangowe w odpornej analizie wielowymiarowych strumieni danych
Source:
Analiza testów porównywania czasu trwania zjawisk / kier. tematu: Andrzej SOKOŁOWSKI2012, s. 42-58
Signature:
NP-1396/Magazyn
Nr:
2168273434
chapter in unpublished scientific work
See main document
1
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena / Daniel KOSIOROWSKI, Zygmunt Zawadzki // Journal of Statistical Software [on-line]. - (2020), s. 1-59. - Summ. - Bibliogr. - ISSN 1548-7660
2
Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018 = Beta-regression Application to Model Relationships between the Unemployment Rate in Voivodships and Other Macroeconomic Indicators for the Years 2004-2018 / Grzegorz Rydlewski, Daniel KOSIOROWSKI // Roczniki Kolegium Analiz Ekonomicznych. - nr 55 (2019), s. 55-67. - Summ., streszcz. - Bibliogr. - Pełny tekst: http://rocznikikae.sgh.waw.pl/p/roczniki_kae_z55_04.pdf. - ISSN 1232-4671
3
A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling / Daniel KOSIOROWSKI, Przemysław JAŚKO, Ewa Szlachtowska // W: The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Wydawnictwo C.H. Beck, 2019. - S. 88-96. - Summ. - Bibliogr. - ISBN 978-83-8158-734-1. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2019/pdf/r11.pdf
4
Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic / Daniel KOSIOROWSKI, Jerzy P. Rydlewski, Małgorzata SNARSKA // Statistical Papers. - vol. 60, iss. 5 (2019), s. 1677-1698. - Summ. - Bibliogr. - ISSN 0932-5026
5
New Proposal of Robust Classifier for Functional Data / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2018. - (Socio-Economic Modelling and Forecasting, ISSN 2545-1227 ; no. 1). - S. 200-208. - Summ. - Bibliogr. - ISBN 978-83-65907-20-2. - Pełny tekst: http://semf.pl/semf_1/pdf/Kosiorowski_Mielczarek_Rydlewski.pdf
6
Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2018. - (Socio-Economic Modelling and Forecasting, ISSN 2545-1227 ; no. 1). - S. 209-218. - Summ. - Bibliogr. - ISBN 978-83-65907-20-2. - Pełny tekst: http://semf.pl/semf_1/pdf/Kosiorowski_Mielczarek_Rydlewski_II.pdf
7
Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // Central European Journal of Economic Modelling and Econometrics (CEJEME) / eds. Jacek OSIEWALSKI, Aleksander Welfe. - vol. 10, nr 1 (2018), s. 53-73. - Summ. - Bibliogr. - Pełny tekst: http://journals.pan.pl/dlibra/publication/122190/edition/106509/content. - ISSN 2080-0886
8
Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza = Functional Outliers Detection by the Example of Air Quality Monitoring / Daniel KOSIOROWSKI, Jerzy P. Rydlewski, Zygmunt Zawadzki // Przegląd Statystyczny = Statistical Review. - vol. 65, z. 1 (2018), s. 83-100. - Summ., streszcz. - Bibliogr. - Pełny tekst: http://keii.ue.wroc.pl/przeglad/Rok_2018/Zeszyt_1/2018_65_1_081-098.pdf. - ISSN 0033-2372
9
Generalized Exponential Smoothing in Prediction of Hierarchical Time Series / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // Statistics in Transition : new series. - vol. 19, no 2 (2018), s. 331-350. - Summ. - Bibliogr. - Pełny tekst: http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultstronaopisowa/3550/11/1/d.kosiorowski_d.mielczarek_j.p.rydlewski_m.snarska-_generalized_exponential_smoothing....pdf. - ISSN 1234-7655
10
Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski. - New York, 2017. - 21 s. : il. ; 30 cm. - Summ. - Bibliogr. - (arXiv.org / Cornell University Library, ISSN 2331-8422 ; no. 1802.05550). - Pełny tekst: https://arxiv.org/pdf/1710.02669v1.pdf
11
SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2017. - S. 143-152. - Summ. - Bibliogr. - ISBN 978-83-65173-85-0. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2017/pdf/Kosiorowski_Mielczarek_Rydlewski.pdf
12
Odporna analiza skupisk w badaniach nowej gospodarki / Ewa Szlachtowska ; Promotor: Daniel KOSIOROWSKI. - Kraków, 2017. - 191 k. : il. ; 30 cm. - Bibliogr. - Pełny tekst: https://bg.uek.krakow.pl/e-zasoby/doktoraty_full.php?nr=1200003343
13
K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data / Daniel KOSIOROWSKI, Ewa Szlachtowska // W: The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2017. - S. 153-162. - Summ. - Bibliogr. - ISBN 978-83-65173-85-0. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2017/pdf/Kosiorowski_Szlachtowska.pdf
14
Prognozowanie warunkowej kowariancji z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej = Conditional Covariance Prediction in Portfolio Analysis Using MCD and PCS Robust Multivariate Scatter Estimators / Daniel KOSIOROWSKI, Przemysław JAŚKO. - Kraków : Uniwersytet Ekonomiczny. Katedra Statystyki, 2016. - 29 s. : il. ; 30 cm. - Summ., streszcz. - Bibliogr. - (Raport Techniczny Katedry Statystyki Uniwersytetu Ekonomicznego w Krakowie = Technical Report Department of Statistics at Cracow University of Economics ; 2). - Pełny tekst: http://www.katstat.uek.krakow.pl/wp-content/uploads/2016/11/raport2016.pdf
15
A Note on the Nonstationary Functional Time Series / Daniel KOSIOROWSKI, Jerzy Rydlewski, Małgorzata SNARSKA // W: Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences / ed. by Daniel KOSIOROWSKI, Małgorzata SNARSKA. - Cracow : Foundation of the Cracow University of Economics, 2016. - S. 89-101. - Summ. - Bibliogr. - ISBN 978-83-65173-38-6 ; 978-83-65173-39-3. - Pełny tekst: https://cfm.uek.krakow.pl/media/files/e0/6c/CFM_2016_04_online.pdf
16
Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences / ed. by Daniel KOSIOROWSKI, Małgorzata SNARSKA. - Cracow : Foundation of the Cracow University of Economics, 2016. - 155 s. : il. ; 24 cm. - Bibliogr. przy rozdz. - ISBN 978-83-65173-38-6 ; 978-83-65173-39-3. - Pełny tekst: https://cfm.uek.krakow.pl/media/files/e0/6c/CFM_2016_04_online.pdf
17
Dilemmas of Robust Analysis of Economic Data Streams / Daniel KOSIROWSKI // Journal of Mathematical Sciences. - vol. 218, no. 2 (2016), s. 167-181. - Summ. - Bibliogr. - ISSN 1072-3374
18
Ocena jakości aplikacyjnej odpornego algorytmu analizy skupień TCLUST na przykładzie zbioru danych dotyczących jakości powietrza w Krakowie = Evaluation of the Quality of Robust Clustering Algorithm TCLUST on the Example of Dataset of Air Pollutants Emission in Krakow / Ewa Szlachtowska, Daniel KOSIOROWSKI, Dominik Mielczarek // Przegląd Statystyczny = Statistical Review. - R. 63, z. 1 (2016), s. 67-80. - Streszcz., summ. - Bibliogr. - Pełny tekst: http://keii.ue.wroc.pl/przeglad/Rok%202016/Zeszyt%201/2016_63_1_067-080.pdf. - ISSN 0033-2372
19
Prognozowanie kowariancji warunkowej z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej = Conditional Covariance Prediction in Portfolio Analysis Using MCD and PCS Robust Multivariate Scatter Estimators / Przemysław JAŚKO, Daniel KOSIOROWSKI // Przegląd Statystyczny = Statistical Review. - R. 63, z. 2 (2016), s. 149-171. - Streszcz., summ. - Bibliogr. - Pełny tekst: http://keii.ue.wroc.pl/przeglad/Rok%202016/Zeszyt%202/2016_63_2_149-172.pdf. - ISSN 0033-2372
20
Lokalne funkcje głębi w modelowaniu układów ekonomicznych = Local Depth Functions in Economic Systems Modelling / Daniel KOSIOROWSKI // Studia Ekonomiczne : zeszyty naukowe Uniwersytetu Ekonomicznego w Katowicach. - nr 237 (2015), s. 37-49. - Streszcz., summ. - Bibliogr. - Pełny tekst: http://www.ue.katowice.pl/fileadmin/user_upload/wydawnictwo/SE_Artyku%C5%82y_231_250/SE_237/03.pdf. - ISSN 2083-8611
21
Clustering of Functional Objects in Energy Load Prediction Issues / Daniel KOSIOROWSKI, Dominik Mielczarek, Ewa Szlachtowska // W: The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line] / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Dane tekstowe (plik pdf). - Cracow : Foundation of the Cracow University of Economics, 2015. - S. 108-117. - Summ. - Bibliogr. - ISBN 978-83-65173-05-8 ; 978-83-65173-04-1. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2015/pdf/Kosiorowski_Mielczarek_Szlachtowska.pdf
22
Locality, Robustness and Interactions in Simple Cooperative Dynamic Game / Daniel KOSIOROWSKI, Zygmunt Zawadzki // W: The 15th International Conference on Group Decision & Negotiation Letters / red. Bogumił Kamiński, Gregory Kersten, Przemysław Szufel, Michał Jakubczyk, Tomasz Wachowicz. - Warsaw : Warsaw School of Economics Press, 2015. - S. 185-188. - Summ. - Bibliogr. - ISBN 978-83-7378-985-2. - Pełny tekst: https://ssl-administracja.sgh.waw.pl/pl/OW/publikacje/Documents/The%2015th_srodki.pdf
23
Functional Classifiers in Management of the Internet Service / Daniel KOSIOROWSKI, Mateusz Bocian // W: The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line] / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Dane tekstowe (plik pdf). - Cracow : Foundation of the Cracow University of Economics, 2015. - S. 87-97. - Summ. - Bibliogr. - ISBN 978-83-65173-05-8 ; 978-83-65173-04-1. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2015/pdf/Kosiorowski_Bocian.pdf
24
Robust Estimators for Pareto and Lognormal Distributions in Income Inequalities Evaluation / Daniel KOSIOROWSKI, Damian Tracz // W: The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line] / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Dane tekstowe (plik pdf). - Cracow : Foundation of the Cracow University of Economics, 2015. - S. 98-107. - Summ. - Bibliogr. - ISBN 978-83-65173-05-8 ; 978-83-65173-04-1. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2015/pdf/Kosiorowski_Tracz.pdf
25
Evaluation of the Fourth Millennium Development Goal Realisation using Robust and Nonparametric Tools offered by a Data Depth Concept / Ewa Kosiorowska, Daniel KOSIOROWSKI, Zygmunt Zawadzki // Folia Oeconomica Stetinensia. - vol. 15, nr 1 (2015), s. 34-52. - Summ. - Bibliogr. - Pełny tekst: http://www.degruyter.com/dg/viewarticle.fullcontentlink:pdfeventlink/$002fj$002ffoli.2015.15.issue-1$002ffoli-2015-0021$002ffoli-2015-0021.pdf?format=INT&t:ac=j$002ffoli.2015.15.issue-1$002ffoli-2015-0021$002ffoli-2015-0021.xml. - ISSN 1730-4237
26
Two Procedures for Robust Monitoring of Probability Distributions of Economic Data Streams Induced by Depth Functions / Daniel KOSIOROWSKI // Operations Research and Decisions. - vol. 25, no. 1 (2015), s. 55-79. - Summ. - Bibliogr. - Pełny tekst: http://orduser.pwr.wroc.pl/DownloadFile.aspx?aid=1116. - ISSN 2081-8858
27
Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // W: Programme and Abstracts of 8th International Conference on Computational and Financial Econometrics (CFE 2014) and 7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), University of Pisa, Italy 6-8 December 2014. - [Pisa] : CMStatistics and CFEnetwork, 2014. - S. 178. - Dostępne tylko streszcz. w języku angielskim. - Pełny tekst: http://www.cmstatistics.org/ERCIM2014/docs/BoA%20CFE-ERCIM%202014.pdf
28
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena / Daniel KOSIOROWSKI, Zygmunt Zawadzki. - New York, 2014. - 57 s. : il. ; 30 cm. - Summ. - Bibliogr. - (arXiv.org / Cornell University Library, ISSN 2331-8422 ; no. 1408.4542). - Pełny tekst: https://arxiv.org/abs/1408.4542
29
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // W: Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ. - (2014), s. [107]-[128]. - Summ. - Bibliogr.
30
Functional Regression in Short-Term Prediction of Economic Time Series / Daniel KOSIOROWSKI // Statistics in Transition : new series. - vol. 15, no. 4 (2014), s. 611-626. - Summ. - Bibliogr. - Pełny tekst: http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultlistaplikow/3426/5/1/3a_kosiorowski_s611_626.pdf. - ISSN 1234-7655
31
A Combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State / Daniel KOSIOROWSKI, Mateusz Bocian, Artur Bujak // W: Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK. - Cracow : Foundation of the Cracow University of Economics, 2014. - S. 225-237. - Bibliogr. - ISBN 978-83-62511-14-3 ; 978-83-62511-49-5. - Pełny tekst: http://cfm.uek.krakow.pl/media/files/85/ff/CFM_2014_ksiazka_1.pdf
32
Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // W: Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ. - (2014), s. [154]-[169]. - Summ. - Bibliogr.
33
Selected Issues Related to Online Calculation of Multivariate Robust Measures of Location and Scatter / Daniel KOSIOROWSKI, Zygmunt Zawadzki // W: Proceedings of the 8th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena [on-line] / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Dane tekstowe(plik pdf). - Cracow : Foundation of the Cracow University of Economics, 2014. - S. 87-96. - Summ. - Bibliogr. - ISBN 978-83-62511-43-3. - Pełny tekst: http://www.pliki.konferencjazakopianska.pl/proceedings_2014/pdf/Kosiorowski_Zawadzki.pdf
34
Income Distribution Models and Income Inequality Measures from the Robust Statistics Perspective Revisited = Wybrane zagadnienia modelowania rozkładu dochodu oraz pomiaru nierówności dochodowych rozpatrywane z punktu widzenia statystyki odpornej // Acta Universitatis Lodziensis. Folia Oeconomica. - vol. 6, t. 309 (2014), s. 103-121. - Summ., streszcz.. - Tytuł numeru: Regional Economic Analysis. - Bibliogr. - Pełny tekst: https://www.czasopisma.uni.lodz.pl/foe/article/view/279/298. - ISSN 0208-6018
35
Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // W: Mikro i makroekonomiczne uwarunkowania rynków finansowych / kier. Jan CZEKAJ. - (2014), s. [141]-[153]. - Bibliogr.
36
Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // W: Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK. - Cracow : Foundation of the Cracow University of Economics, 2014. - S. 309-319. - Bibliogr. - ISBN 978-83-62511-14-3 ; 978-83-62511-49-5. - Pełny tekst: http://cfm.uek.krakow.pl/media/files/85/ff/CFM_2014_ksiazka_1.pdf
37
On Robust Estimation of Pareto Models and Its Consequences for Government Aid Programs Evaluation / Daniel KOSIOROWSKI, Damian Tracz // W: Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management / ed. by Paweł LULA, Tomasz ROJEK. - Cracow : Foundation of the Cracow University of Economics, 2014. - S. 253-266. - Bibliogr. - ISBN 978-83-62511-14-3 ; 978-83-62511-49-5. - Pełny tekst: http://cfm.uek.krakow.pl/media/files/85/ff/CFM_2014_ksiazka_1.pdf
38
Odporna wielowymiarowa miara rozrzutu a wielkie zbiory danych / Daniel KOSIOROWSKI // W: Statystyczne aspekty analizy wielkich zbiorów danych "Big Data" / kier. tematu: Andrzej SOKOŁOWSKI. - (2014), s. 21-32
39
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // Statistics in Transition : new series. - vol. 15, no. 1 (2014), s. 111-132. - Summ. - Bibliogr. - Pełny tekst: http://pts.stat.gov.pl/download/gfx/pts/en/defaultstronaopisowa/25/2/1/sit_15_1_2014.pdf#page=113&view=Fit. - ISSN 1234-7655
40
Selected Estimators of the Simple Regression in Analysis of Economic Data Streams / Daniel KOSIOROWSKI, Zygmunt Zawadzki // W: Knowledge, Economy, Society : Global and Regional Challenges of the 21st Century Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI. - Cracow : Cracow University of Economics, 2013. - S. 725-733. - Bibliogr. - ISBN 978-83-62511-77-8
41
Depth Based Methods for Estimation a Conditional Distribution in Data Streams / Daniel KOSIOROWSKI // W: Proceedings of the 59th World Statistics Congress of the International Statistical Institute [on-line]. - Hague : International Statistical Institute, 2013. - S. 3857-3862. - Summ. - Bibliogr. - ISBN 978-90-73592-34-6. - Pełny tekst: http://2013.isiproceedings.org/Files/CPS020-P5-S.pdf
42
Czy współczesna statystyka jest potrzebna ekonomiście? / Daniel KOSIOROWSKI // Kurier UEK / [red. Piotr CZARNIECKI]. - nr 4 (56) (2013), s. 46-47. - Pełny tekst: http://issuu.com/uek_krakow/docs/kurier_56_druk. - ISSN 1689-7757
43
Robust Monitoring of a Multivariate Data Stream / Daniel KOSIOROWSKI, Małgorzata SNARSKA // W: Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2 / kier.: Jan CZEKAJ. - (2013), s. 1-25. - Summ. - Bibliogr.
44
{Depthproc} Package in Multivariate Time Series Mining = Pakiet {DepthProc} w eksploracyjnej analizie wielowymiarowego szeregu czasowego / Daniel KOSIOROWSKI, Mateusz Bocian, Anna Węgrzynkiewicz, Zygmunt Zawadzki // Acta Universitatis Lodziensis. Folia Oeconomica. - t. 286 (2013), s. 243-251. - Tytuł numeru: Methods and Applications of Multivariate Statistical Analysis. - Bibliogr. - Pełny tekst: http://dspace.uni.lodz.pl:8080/xmlui/bitstream/handle/11089/10378/26-kosiorowski.pdf?sequence=1&isAllowed=y. - ISSN 0208-6018
45
Krytyczna analiza wybranych odpornych algorytmów analizy skupisk / Daniel KOSIOROWSKI // W: Historia metody k-średnich / kier. tematu: Andrzej SOKOŁOWSKI. - (2013), s. 17-44
46
Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases / Małgorzata SNARSKA, Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski // W: Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2 / kier.: Jan CZEKAJ. - (2013), s. 98-118. - Summ. - Bibliogr.
47
Wstęp do statystyki odpornej : kurs z wykorzystaniem środowiska R / Daniel KOSIOROWSKI. - Kraków : Wydawnictwo Uniwersytetu Ekonomicznego, 2012. - 64 s. : il. ; 24 cm. - Bibliogr. - ISBN 978-83-7252-567-3. - Pełny tekst: http://www.scribd.com/doc/46255030/60str-SO
48
Głębia położenia-rozrzutu w strumieniowej analizie danych ekonomicznych = Location-Scale Depth in Economic Data Stream Analysis / Daniel KOSIOROWSKI // Przegląd Statystyczny = Statistical Review. - numer specjalny 1 (2012), s. 87-108. - Bibliogr. - ISSN 0033-2372
49
Odporny estymator prostego liniowego modelu mieszanego = Regression Depth-based Estimator for a Simple Linear Mixed Model / Daniel KOSIOROWSKI // Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie = Cracow Review of Economics and Management. - nr 892 (2012), s. 5-18. - Summ. - Bibliogr. - ISSN 1898-6447
50
Generalizations of a Boxplot in a Decisionprocess Support / Daniel KOSIOROWSKI // W: Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI. - Kraków : Foundation of the Cracow University of Economics, 2012. - S. 271-281. - Bibliogr. - ISBN 978-83-62511-02-0
51
Statystyczne funkcje głębi we wstępnej analizie szeregu czasowego = Statistical Depth Functions in a Preliminary Analysis of Time Series / Daniel KOSIOROWSKI // Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie = Cracow Review of Economics and Management / [red. nacz. Andrzej SOKOŁOWSKI]. - nr 884 (2012), s. 43-58. - Summ. - Bibliogr. - ISSN 1898-6447
52
Statistical Depth Functions for Applications in the Economics / Mateusz Bocian, Oskar KNAPIK, Daniel KOSIOROWSKI, Anna Węgrzynkiewicz, Zygmunt Zawadzki // W: Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy / ed. by Paweł LULA, Bogusz MIKUŁA, Andrzej JAKI. - Kraków : Foundation of the Cracow University of Economics, 2012. - S. 283-292. - Bibliogr. - ISBN 978-83-62511-02-0
53
Analiza danych panelowych z wykorzystaniem głębi regresyjnej = Regression Depth Based Analysis of Panel Data / Daniel KOSIOROWSKI // Acta Universitatis Lodziensis. Folia Oeconomica. - 271 (2012), s. [129]-138. - Streszcz., summ.. - Tytuł numeru: Statystyka w praktyce społeczno-gospodarczej. - Bibliogr. - ISSN 0208-6018
54
Statystyczne funkcje głębi w odpornej analizie ekonomicznej = The Statistical Functions of Depth in Robust Economic Analysis / Daniel KOSIOROWSKI. - Kraków : Wydawnictwo Uniwersytetu Ekonomicznego, 2012. - 217 s. : il. ; 24 cm. - Summ. - Bibliogr. - (Zeszyty Naukowe / Uniwersytet Ekonomiczny w Krakowie. Seria Specjalna, Monografie, ISSN 1899-0428 ; nr 208). - ISBN 978-83-7252-564-2
55
Wielowymiarowe statystyki rangowe w odpornej analizie wielowymiarowych strumieni danych / Daniel KOSIOROWSKI // W: Analiza testów porównywania czasu trwania zjawisk / kier. tematu: Andrzej SOKOŁOWSKI. - (2012), s. 42-58
1
Kosiorowski D., Zawadzki Z., (2020), DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena, "Journal of Statistical Software", s. 1-59.
2
Rydlewski G., Kosiorowski D., (2019), Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018, "Roczniki Kolegium Analiz Ekonomicznych", nr 55, s. 55-67; http://rocznikikae.sgh.waw.pl/p/roczniki_kae_z55_04.pdf
3
Kosiorowski D., Jaśko P., Szlachtowska E., (2019), A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling. [W:] Papież M., Śmiech S. (red.), The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Wydawnictwo C.H. Beck, s. 88-96.
4
Kosiorowski D., Rydlewski J., Snarska M., (2019), Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic, "Statistical Papers", vol. 60, iss. 5, s. 1677-1698.
5
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), New Proposal of Robust Classifier for Functional Data. [W:] Papież M., Śmiech S. (red.), The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings (Socio-Economic Modelling and Forecasting; no. 1), Cracow : Foundation of the Cracow University of Economics, s. 200-208.
6
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics. [W:] Papież M., Śmiech S. (red.), The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings (Socio-Economic Modelling and Forecasting; no. 1), Cracow : Foundation of the Cracow University of Economics, s. 209-218.
7
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview, "Central European Journal of Economic Modelling and Econometrics (CEJEME)", vol. 10, nr 1, s. 53-73; http://journals.pan.pl/dlibra/publication/122190/edition/106509/content
8
Kosiorowski D., Rydlewski J., Zawadzki Z., (2018), Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza, "Przegląd Statystyczny", vol. 65, z. 1, s. 83-100; http://keii.ue.wroc.pl/przeglad/Rok_2018/Zeszyt_1/2018_65_1_081-098.pdf
9
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2018), Generalized Exponential Smoothing in Prediction of Hierarchical Time Series, "Statistics in Transition : new series", vol. 19, no 2, s. 331-350; http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultstronaopisowa/3550/11/1/d.kosiorowski_d.mielczarek_j.p.rydlewski_m.snarska-_generalized_exponential_smoothing....pdf
10
Kosiorowski D., Mielczarek D., Rydlewski J., (2017), Double Functional Median in Robust Prediction of Hierarchical Functional Time Series: an Application to Forecast Internet Service Users Behaviors, (eprint arXiv, no. 1802.05550), New York : , 21 s.
11
Kosiorowski D., Mielczarek D., Rydlewski J., (2017), SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour. [W:] Papież M., Śmiech S. (red.), The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Foundation of the Cracow University of Economics, s. 143-152.
12
Szlachtowska E., (2017), Odporna analiza skupisk w badaniach nowej gospodarki, Prom. Kosiorowski D., Kraków : , 191 k.
13
Kosiorowski D., Szlachtowska E., (2017), K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data. [W:] Papież M., Śmiech S. (red.), The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Foundation of the Cracow University of Economics, s. 153-162.
14
Kosiorowski D., Jaśko P., (2016), Prognozowanie warunkowej kowariancji z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej, Kraków : Uniwersytet Ekonomiczny. Katedra Statystyki, 29 s.
15
Kosiorowski D., Rydlewski J., Snarska M., (2016), A Note on the Nonstationary Functional Time Series. [W:] Kosiorowski D., Snarska M. (red.), Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences, Cracow : Foundation of the Cracow University of Economics, s. 89-101.
16
Kosiorowski D., Snarska M. (red.), (2016), Knowledge, Economy, Society: Selected Challenges for Statistics in Contemporary Management Sciences, Cracow : Foundation of the Cracow University of Economics, 155 s.
17
Kosiorowski D., (2016), Dilemmas of Robust Analysis of Economic Data Streams, "Journal of Mathematical Sciences", vol. 218, no. 2, s. 167-181.
18
Szlachtowska E., Kosiorowski D., Mielczarek D., (2016), Ocena jakości aplikacyjnej odpornego algorytmu analizy skupień TCLUST na przykładzie zbioru danych dotyczących jakości powietrza w Krakowie, "Przegląd Statystyczny", R. 63, z. 1, s. 67-80; http://keii.ue.wroc.pl/przeglad/Rok%202016/Zeszyt%201/2016_63_1_067-080.pdf
19
Jaśko P., Kosiorowski D., (2016), Prognozowanie kowariancji warunkowej z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej, "Przegląd Statystyczny", R. 63, z. 2, s. 149-171; http://keii.ue.wroc.pl/przeglad/Rok%202016/Zeszyt%202/2016_63_2_149-172.pdf
20
Kosiorowski D., (2015), Lokalne funkcje głębi w modelowaniu układów ekonomicznych, "Studia Ekonomiczne : zeszyty naukowe Uniwersytetu Ekonomicznego w Katowicach", nr 237, s. 37-49; http://www.ue.katowice.pl/fileadmin/user_upload/wydawnictwo/SE_Artyku%C5%82y_231_250/SE_237/03.pdf
21
Kosiorowski D., Mielczarek D., Szlachtowska E., (2015), Clustering of Functional Objects in Energy Load Prediction Issues. [W:] Papież M., Śmiech S. (red.), The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line], Cracow : Foundation of the Cracow University of Economics, s. 108-117.
22
Kosiorowski D., Zawadzki Z., (2015), Locality, Robustness and Interactions in Simple Cooperative Dynamic Game. [W:] Kamiński B., Kersten G., Szufel P., Jakubczyk M., Wachowicz T. (red.), The 15th International Conference on Group Decision & Negotiation Letters, Warsaw : Warsaw School of Economics Press, s. 185-188.
23
Kosiorowski D., Bocian M., (2015), Functional Classifiers in Management of the Internet Service. [W:] Papież M., Śmiech S. (red.), The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line], Cracow : Foundation of the Cracow University of Economics, s. 87-97.
24
Kosiorowski D., Tracz D., (2015), Robust Estimators for Pareto and Lognormal Distributions in Income Inequalities Evaluation. [W:] Papież M., Śmiech S. (red.), The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings [on-line], Cracow : Foundation of the Cracow University of Economics, s. 98-107.
25
Kosiorowska E., Kosiorowski D., Zawadzki Z., (2015), Evaluation of the Fourth Millennium Development Goal Realisation using Robust and Nonparametric Tools offered by a Data Depth Concept, "Folia Oeconomica Stetinensia", vol. 15, nr 1, s. 34-52; http://www.degruyter.com/dg/viewarticle.fullcontentlink:pdfeventlink/$002fj$002ffoli.2015.15.issue-1$002ffoli-2015-0021$002ffoli-2015-0021.pdf?format=INT&t:ac=j$002ffoli.2015.15.issue-1$002ffoli-2015-0021$002ffoli-2015-0021.xml
26
Kosiorowski D., (2015), Two Procedures for Robust Monitoring of Probability Distributions of Economic Data Streams Induced by Depth Functions, "Operations Research and Decisions", vol. 25, no. 1, s. 55-79; http://orduser.pwr.wroc.pl/DownloadFile.aspx?aid=1116
27
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series. [W:] Programme and Abstracts of 8th International Conference on Computational and Financial Econometrics (CFE 2014) and 7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), University of Pisa, Italy 6-8 December 2014, [Pisa] : CMStatistics and CFEnetwork, s. 178.
28
Kosiorowski D., Zawadzki Z., (2014), DepthProc: an R Package for Robust Exploration of Multidimensional Economic Phenomena, (eprint arXiv, no. 1408.4542), New York : , 57 s.
29
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases. [W:] Czekaj J. (kierownik tematu), Mikro i makroekonomiczne uwarunkowania rynków finansowych, s. [107]-[128].
30
Kosiorowski D., (2014), Functional Regression in Short-Term Prediction of Economic Time Series, "Statistics in Transition : new series", vol. 15, no. 4, s. 611-626; http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultlistaplikow/3426/5/1/3a_kosiorowski_s611_626.pdf
31
Kosiorowski D., Bocian M., Bujak A., (2014), A Combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State. [W:] Lula P., Rojek T. (red.), Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management, Cracow : Foundation of the Cracow University of Economics, s. 225-237.
32
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series. [W:] Czekaj J. (kierownik tematu), Mikro i makroekonomiczne uwarunkowania rynków finansowych, s. [154]-[169].
33
Kosiorowski D., Zawadzki Z., (2014), Selected Issues Related to Online Calculation of Multivariate Robust Measures of Location and Scatter. [W:] Papież M., Śmiech S. (red.), Proceedings of the 8th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena [on-line], Cracow : Foundation of the Cracow University of Economics, s. 87-96.
34
Kosiorowski D., (2014), Income Distribution Models and Income Inequality Measures from the Robust Statistics Perspective Revisited, "Acta Universitatis Lodziensis. Folia Oeconomica", vol. 6, t. 309, s. 103-121; https://www.czasopisma.uni.lodz.pl/foe/article/view/279/298
35
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities. [W:] Czekaj J. (kierownik tematu), Mikro i makroekonomiczne uwarunkowania rynków finansowych, s. [141]-[153].
36
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities. [W:] Lula P., Rojek T. (red.), Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management, Cracow : Foundation of the Cracow University of Economics, s. 309-319.
37
Kosiorowski D., Tracz D., (2014), On Robust Estimation of Pareto Models and Its Consequences for Government Aid Programs Evaluation. [W:] Lula P., Rojek T. (red.), Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management, Cracow : Foundation of the Cracow University of Economics, s. 253-266.
38
Kosiorowski D., (2014), Odporna wielowymiarowa miara rozrzutu a wielkie zbiory danych. [W:] Sokołowski A. (kierownik tematu), Statystyczne aspekty analizy wielkich zbiorów danych "Big Data", s. 21-32.
39
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2014), Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases, "Statistics in Transition : new series", vol. 15, no. 1, s. 111-132; http://pts.stat.gov.pl/download/gfx/pts/en/defaultstronaopisowa/25/2/1/sit_15_1_2014.pdf#page=113&view=Fit
40
Kosiorowski D., Zawadzki Z., (2013), Selected Estimators of the Simple Regression in Analysis of Economic Data Streams. [W:] Lula P., Mikuła B., Jaki A. (red.), Knowledge, Economy, Society : Global and Regional Challenges of the 21st Century Economy, Cracow : Cracow University of Economics, s. 725-733.
41
Kosiorowski D., (2013), Depth Based Methods for Estimation a Conditional Distribution in Data Streams. [W:] Proceedings of the 59th World Statistics Congress of the International Statistical Institute [on-line], Hague : International Statistical Institute, s. 3857-3862.
42
Kosiorowski D., (2013), Czy współczesna statystyka jest potrzebna ekonomiście?, "Kurier UEK", nr 4 (56), s. 46-47; http://issuu.com/uek_krakow/docs/kurier_56_druk
43
Kosiorowski D., Snarska M., (2013), Robust Monitoring of a Multivariate Data Stream. [W:] Czekaj J. (kierownik tematu), Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2, s. 1-25.
44
Kosiorowski D., Bocian M., Węgrzynkiewicz A., Zawadzki Z., (2013), {Depthproc} Package in Multivariate Time Series Mining, "Acta Universitatis Lodziensis. Folia Oeconomica", t. 286, s. 243-251; http://dspace.uni.lodz.pl:8080/xmlui/bitstream/handle/11089/10378/26-kosiorowski.pdf?sequence=1&isAllowed=y
45
Kosiorowski D., (2013), Krytyczna analiza wybranych odpornych algorytmów analizy skupisk. [W:] Sokołowski A. (kierownik tematu), Historia metody k-średnich, s. 17-44.
46
Kosiorowski D., Snarska M., Mielczarek D., Rydlewski J., (2013), Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases. [W:] Czekaj J. (kierownik tematu), Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2, s. 98-118.
47
Kosiorowski D., (2012), Wstęp do statystyki odpornej: kurs z wykorzystaniem środowiska R, Kraków : Wydawnictwo Uniwersytetu Ekonomicznego, 64 s.
48
Kosiorowski D., (2012), Głębia położenia-rozrzutu w strumieniowej analizie danych ekonomicznych, "Przegląd Statystyczny", numer specjalny 1, s. 87-108.
49
Kosiorowski D., (2012), Odporny estymator prostego liniowego modelu mieszanego, "Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie", nr 892, s. 5-18.
50
Kosiorowski D., (2012), Generalizations of a Boxplot in a Decisionprocess Support. [W:] Lula P., Mikuła B., Jaki A. (red.), Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy, Kraków : Foundation of the Cracow University of Economics, s. 271-281.
51
Kosiorowski D., (2012), Statystyczne funkcje głębi we wstępnej analizie szeregu czasowego, "Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie", nr 884, s. 43-58.
52
Bocian M., Knapik O., Kosiorowski D., Węgrzynkiewicz A., Zawadzki Z., (2012), Statistical Depth Functions for Applications in the Economics. [W:] Lula P., Mikuła B., Jaki A. (red.), Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy, Kraków : Foundation of the Cracow University of Economics, s. 283-292.
53
Kosiorowski D., (2012), Analiza danych panelowych z wykorzystaniem głębi regresyjnej, "Acta Universitatis Lodziensis. Folia Oeconomica", 271, s. [129]-138.
54
Kosiorowski D., (2012), Statystyczne funkcje głębi w odpornej analizie ekonomicznej, (Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie. Seria Specjalna, Monografie, nr 208), Kraków : Wydawnictwo Uniwersytetu Ekonomicznego, 217 s.
55
Kosiorowski D., (2012), Wielowymiarowe statystyki rangowe w odpornej analizie wielowymiarowych strumieni danych. [W:] Sokołowski A. (kierownik tematu), Analiza testów porównywania czasu trwania zjawisk, s. 42-58.
1
@article{UEK:2168329559,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
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pages = "1-59",
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@article{UEK:2168339175,
author = "Rydlewski Grzegorz and Kosiorowski Daniel",
title = "Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018",
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title = "A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling",
booktitle = "The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "88-96",
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@article{UEK:2168313631,
author = "Kosiorowski Daniel and Rydlewski Jerzy P. and Snarska Małgorzata",
title = "Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic",
journal = "Statistical Papers",
number = "vol. 60, iss. 5",
pages = "1677-1698",
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@inbook{UEK:2168324351,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "New Proposal of Robust Classifier for Functional Data",
booktitle = "The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "200-208",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2018",
issn = "2545-1227",
isbn = "978-83-65907-20-2",
}
6
@inbook{UEK:2168324353,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics",
booktitle = "The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "209-218",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2018",
issn = "2545-1227",
isbn = "978-83-65907-20-2",
}
7
@article{UEK:2168323681,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy",
title = "Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview",
journal = "Central European Journal of Economic Modelling and Econometrics (CEJEME)",
number = "vol. 10, 1",
pages = "53-73",
year = "2018",
}
8
@article{UEK:2168329557,
author = "Kosiorowski Daniel and Rydlewski Jerzy P. and Zawadzki Zygmunt",
title = "Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza",
journal = "Przegląd Statystyczny",
number = "vol. 65, z. 1",
pages = "83-100",
year = "2018",
}
9
@article{UEK:2168325091,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Generalized Exponential Smoothing in Prediction of Hierarchical Time Series",
journal = "Statistics in Transition : new series",
number = "vol. 19, no 2",
pages = "331-350",
year = "2018",
}
10
@book{UEK:2168337509,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors",
adress = "New York",
year = "2017",
issn = "2331-8422",
}
11
@inbook{UEK:2168313933,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour",
booktitle = "The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "143-152",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2017",
isbn = "978-83-65173-85-0",
}
12
@unpublished{UEK:2168335005,
author = "Szlachtowska Ewa",
title = "Odporna analiza skupisk w badaniach nowej gospodarki",
adress = "Kraków",
year = "2017",
}
13
@inbook{UEK:2168313935,
author = "Kosiorowski Daniel and Szlachtowska Ewa",
title = "K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data",
booktitle = "The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "153-162",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2017",
isbn = "978-83-65173-85-0",
}
14
@book{UEK:2168320771,
author = "Kosiorowski Daniel and Jaśko Przemysław",
title = "Prognozowanie warunkowej kowariancji z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej",
adress = "Kraków",
publisher = "Uniwersytet Ekonomiczny. Katedra Statystyki",
year = "2016",
issn = "",
}
15
@inbook{UEK:2168315739,
author = "Kosiorowski Daniel and Rydlewski Jerzy and Snarska Małgorzata",
title = "A Note on the Nonstationary Functional Time Series",
booktitle = "Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences",
pages = "89-101",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2016",
isbn = "978-83-65173-38-6 ; 978-83-65173-39-3",
}
16
@book{UEK:2168315715,
title = "Knowledge, Economy, Society : Selected Challenges for Statistics in Contemporary Management Sciences",
editor = Kosiorowski Daniel,
editor = Snarska Małgorzata,
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2016",
isbn = "978-83-65173-38-6 ; 978-83-65173-39-3",
}
17
@article{UEK:2168305703,
author = "Kosiorowski Daniel",
title = "Dilemmas of Robust Analysis of Economic Data Streams",
journal = "Journal of Mathematical Sciences",
number = "vol. 218, no. 2",
pages = "167-181",
year = "2016",
}
18
@article{UEK:2168305423,
author = "Szlachtowska Ewa and Kosiorowski Daniel and Mielczarek Dominik",
title = "Ocena jakości aplikacyjnej odpornego algorytmu analizy skupień TCLUST na przykładzie zbioru danych dotyczących jakości powietrza w Krakowie",
journal = "Przegląd Statystyczny",
number = "R. 63, z. 1",
pages = "67-80",
year = "2016",
}
19
@article{UEK:2168305785,
author = "Jaśko Przemysław and Kosiorowski Daniel",
title = "Prognozowanie kowariancji warunkowej z wykorzystaniem odpornych estymatorów rozrzutu MCD i PCS w analizie portfelowej",
journal = "Przegląd Statystyczny",
number = "R. 63, z. 2",
pages = "149-171",
year = "2016",
}
20
@article{UEK:2168303817,
author = "Kosiorowski Daniel",
title = "Lokalne funkcje głębi w modelowaniu układów ekonomicznych",
journal = "Studia Ekonomiczne : zeszyty naukowe Uniwersytetu Ekonomicznego w Katowicach",
number = "237",
pages = "37-49",
year = "2015",
}
21
@inbook{UEK:2168303445,
author = "Kosiorowski Daniel and Mielczarek Dominik and Szlachtowska Ewa",
title = "Clustering of Functional Objects in Energy Load Prediction Issues",
booktitle = "The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "108-117",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2015",
isbn = "978-83-65173-05-8 ; 978-83-65173-04-1",
}
22
@inbook{UEK:2168301141,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
title = "Locality, Robustness and Interactions in Simple Cooperative Dynamic Game",
booktitle = "The 15th International Conference on Group Decision & Negotiation Letters",
pages = "185-188",
adress = "Warsaw",
publisher = "Warsaw School of Economics Press",
year = "2015",
isbn = "978-83-7378-985-2",
}
23
@inbook{UEK:2168303441,
author = "Kosiorowski Daniel and Bocian Mateusz",
title = "Functional Classifiers in Management of the Internet Service",
booktitle = "The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "87-97",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2015",
isbn = "978-83-65173-05-8 ; 978-83-65173-04-1",
}
24
@inbook{UEK:2168303443,
author = "Kosiorowski Daniel and Tracz Damian",
title = "Robust Estimators for Pareto and Lognormal Distributions in Income Inequalities Evaluation",
booktitle = "The 9th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "98-107",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2015",
isbn = "978-83-65173-05-8 ; 978-83-65173-04-1",
}
25
@article{UEK:2168301137,
author = "Kosiorowska Ewa and Kosiorowski Daniel and Zawadzki Zygmunt",
title = "Evaluation of the Fourth Millennium Development Goal Realisation using Robust and Nonparametric Tools offered by a Data Depth Concept",
journal = "Folia Oeconomica Stetinensia",
number = "vol. 15, 1",
pages = "34-52",
year = "2015",
}
26
@article{UEK:2168297631,
author = "Kosiorowski Daniel",
title = "Two Procedures for Robust Monitoring of Probability Distributions of Economic Data Streams Induced by Depth Functions",
journal = "Operations Research and Decisions",
number = "vol. 25, no. 1",
pages = "55-79",
year = "2015",
}
27
@misc{UEK:2168325955,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series",
booktitle = "Programme and Abstracts of 8th International Conference on Computational and Financial Econometrics (CFE 2014) and 7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), University of Pisa, Italy 6-8 December 2014",
pages = "178",
adress = "Pisa",
publisher = "CMStatistics and CFEnetwork",
year = "2014",
}
28
@book{UEK:2168329453,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
title = "DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena",
adress = "New York",
year = "2014",
issn = "2331-8422",
}
29
@unpublished{UEK:2168302097,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases",
booktitle = "Mikro i makroekonomiczne uwarunkowania rynków finansowych",
pages = "[107]-[128]",
year = "2014",
}
30
@article{UEK:2168290943,
author = "Kosiorowski Daniel",
title = "Functional Regression in Short-Term Prediction of Economic Time Series",
journal = "Statistics in Transition : new series",
number = "vol. 15, no. 4",
pages = "611-626",
year = "2014",
}
31
@inbook{UEK:2168287685,
author = "Kosiorowski Daniel and Bocian Mateusz and Bujak Artur",
title = "A Combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State",
booktitle = "Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management",
pages = "225-237",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2014",
isbn = "978-83-62511-14-3 ; 978-83-62511-49-5",
}
32
@unpublished{UEK:2168302123,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Aspects of Functional Data Analysis in Short Term Prediction of Non-stationary Economic Time Series",
booktitle = "Mikro i makroekonomiczne uwarunkowania rynków finansowych",
pages = "[154]-[169]",
year = "2014",
}
33
@inbook{UEK:2168284413,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
title = "Selected Issues Related to Online Calculation of Multivariate Robust Measures of Location and Scatter",
booktitle = "Proceedings of the 8th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena",
pages = "87-96",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2014",
isbn = "978-83-62511-43-3",
}
34
@article{UEK:2168295969,
author = "Kosiorowski Daniel",
title = "Income Distribution Models and Income Inequality Measures from the Robust Statistics Perspective Revisited",
journal = "Acta Universitatis Lodziensis. Folia Oeconomica",
number = "vol. 6, t. 309",
pages = "103-121",
adress = "",
year = "2014",
}
35
@unpublished{UEK:2168302111,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities",
booktitle = "Mikro i makroekonomiczne uwarunkowania rynków finansowych",
pages = "[141]-[153]",
year = "2014",
}
36
@inbook{UEK:2168287709,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Applications of the Functional Data Analysis for Extracting Meaningful Information from Families of Yield Curves and Income Distribution Densities",
booktitle = "Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management",
pages = "309-319",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2014",
isbn = "978-83-62511-14-3 ; 978-83-62511-49-5",
}
37
@inbook{UEK:2168287689,
author = "Kosiorowski Daniel and Tracz Damian",
title = "On Robust Estimation of Pareto Models and Its Consequences for Government Aid Programs Evaluation",
booktitle = "Knowledge, Economy, Society : Contemporary Tools of Organizational Resources Management",
pages = "253-266",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2014",
isbn = "978-83-62511-14-3 ; 978-83-62511-49-5",
}
38
@unpublished{UEK:2168301039,
author = "Kosiorowski Daniel",
title = "Odporna wielowymiarowa miara rozrzutu a wielkie zbiory danych",
booktitle = "Statystyczne aspekty analizy wielkich zbiorów danych "Big Data"",
pages = "21-32",
year = "2014",
}
39
@article{UEK:2168285693,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases",
journal = "Statistics in Transition : new series",
number = "vol. 15, no. 1",
pages = "111-132",
year = "2014",
}
40
@inbook{UEK:2168268756,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
title = "Selected Estimators of the Simple Regression in Analysis of Economic Data Streams",
booktitle = "Knowledge, Economy, Society : Global and Regional Challenges of the 21st Century Economy",
pages = "725-733",
adress = "Cracow",
publisher = "Uniwersytet Ekonomiczny w Krakowie",
year = "2013",
isbn = "978-83-62511-77-8",
}
41
@inbook{UEK:2168292623,
author = "Kosiorowski Daniel",
title = "Depth Based Methods for Estimation a Conditional Distribution in Data Streams",
booktitle = "Proceedings of the 59th World Statistics Congress of the International Statistical Institute",
pages = "3857-3862",
adress = "Hague",
publisher = "International Statistical Institute",
year = "2013",
isbn = "978-90-73592-34-6",
}
42
@misc{UEK:2168280733,
author = "Kosiorowski Daniel",
title = "Czy współczesna statystyka jest potrzebna ekonomiście?",
booktitle = "Kurier UEK",
number = "4 (56)",
pages = "46-47",
year = "2013",
}
43
@unpublished{UEK:2168290329,
author = "Kosiorowski Daniel and Snarska Małgorzata",
title = "Robust Monitoring of a Multivariate Data Stream",
booktitle = "Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2",
pages = "1-25",
year = "2013",
}
44
@article{UEK:2168286139,
author = "Kosiorowski Daniel and Bocian Mateusz and Węgrzynkiewicz Anna and Zawadzki Zygmunt",
title = "{Depthproc} Package in Multivariate Time Series Mining",
journal = "Acta Universitatis Lodziensis. Folia Oeconomica",
number = "t. 286",
pages = "243-251",
adress = "",
year = "2013",
}
45
@unpublished{UEK:2168289869,
author = "Kosiorowski Daniel",
title = "Krytyczna analiza wybranych odpornych algorytmów analizy skupisk",
booktitle = "Historia metody k-średnich",
pages = "17-44",
year = "2013",
}
46
@unpublished{UEK:2168290341,
author = "Kosiorowski Daniel and Snarska Małgorzata and Mielczarek Dominik and Rydlewski Jerzy",
title = "Sparse Methods for Analysis of Sparse Multivariate Data from Big Economic Databases",
booktitle = "Rynki wschodzące a nowe tendencje w gospodarce globalnej. Część 2",
pages = "98-118",
year = "2013",
}
47
@book{UEK:2168229756,
author = "Kosiorowski Daniel",
title = "Wstęp do statystyki odpornej : kurs z wykorzystaniem środowiska R",
adress = "Kraków",
publisher = "Uniwersytet Ekonomiczny w Krakowie",
year = "2012",
isbn = "978-83-7252-567-3",
}
48
@article{UEK:2168257134,
author = "Kosiorowski Daniel",
title = "Głębia położenia-rozrzutu w strumieniowej analizie danych ekonomicznych",
journal = "Przegląd Statystyczny",
number = "numer specjalny 1",
pages = "87-108",
year = "2012",
}
49
@article{UEK:2168256766,
author = "Kosiorowski Daniel",
title = "Odporny estymator prostego liniowego modelu mieszanego",
journal = "Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie",
number = "892",
pages = "5-18",
year = "2012",
}
50
@inbook{UEK:2168243564,
author = "Kosiorowski Daniel",
title = "Generalizations of a Boxplot in a Decisionprocess Support",
booktitle = "Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy",
pages = "271-281",
adress = "Kraków",
publisher = "Foundation of the Cracow University of Economics",
year = "2012",
isbn = "978-83-62511-02-0",
}
51
@article{UEK:2168247680,
author = "Kosiorowski Daniel",
title = "Statystyczne funkcje głębi we wstępnej analizie szeregu czasowego",
journal = "Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie",
number = "884",
pages = "43-58",
year = "2012",
}
52
@inbook{UEK:2168243652,
author = "Bocian Mateusz and Knapik Oskar and Kosiorowski Daniel and Węgrzynkiewicz Anna and Zawadzki Zygmunt",
title = "Statistical Depth Functions for Applications in the Economics",
booktitle = "Knowledge, Economy, Society : Transfer of Knowledge in the Contemporary Economy",
pages = "283-292",
adress = "Kraków",
publisher = "Foundation of the Cracow University of Economics",
year = "2012",
isbn = "978-83-62511-02-0",
}
53
@article{UEK:2168235910,
author = "Kosiorowski Daniel",
title = "Analiza danych panelowych z wykorzystaniem głębi regresyjnej",
journal = "Acta Universitatis Lodziensis. Folia Oeconomica",
number = "271",
pages = "[129]-138",
adress = "",
year = "2012",
}
54
@book{UEK:2168233856,
author = "Kosiorowski Daniel",
title = "Statystyczne funkcje głębi w odpornej analizie ekonomicznej",
adress = "Kraków",
publisher = "Uniwersytet Ekonomiczny w Krakowie",
year = "2012",
issn = "1899-0428",
isbn = "978-83-7252-564-2",
}
55
@unpublished{UEK:2168273434,
author = "Kosiorowski Daniel",
title = "Wielowymiarowe statystyki rangowe w odpornej analizie wielowymiarowych strumieni danych",
booktitle = "Analiza testów porównywania czasu trwania zjawisk",
pages = "42-58",
year = "2012",
}