Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Robust decision procedures in studies of economic data streams

2011/03/B/HS4/01138

Keywords:

robustness depth function data stream

Descriptors:

  • HS4_3: Econometrics, statistical methods

Panel:

HS4 - Individuals, institutions, markets: economics, finance, management, demography, social and economic geography, urban studies

Host institution :

Uniwersytet Ekonomiczny w Krakowie, Wydział Zarządzania

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Daniel Kosiorowski 

Number of co-investigators in the project: 1

Call: OPUS 2 - announced on 2011-09-15

Amount awarded: 74 475 PLN

Project start date (Y-m-d): 2012-07-30

Project end date (Y-m-d): 2015-01-29

Project duration:: 30 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. komputer - laptop wraz z wyposażeniem (5 000 PLN)
  2. czytnik e-booków (2 000 PLN)
  3. oprogramowanie, materiały biurowe (2 500 PLN)

Information in the final report

  • Publication in academic press/journals (10)
  • Articles in post-conference publications (4)
  • Book publications / chapters in book publications (6)
  1. DILEMMAS OF ROBUST ANALYSIS OF ECONOMIC DATA STREAMS
    Authors:
    Daniel Kosiorowski
    Academic press:
    Journal of Mathematical Sciences (rok: 2016, tom: Vol. 218(2), strony: 167-181), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10958-016-3019-3 - link to the publication
  2. Depthproc package in multivariate time series mining
    Authors:
    Daniel Kosiorowski, Mateusz Bocian, Anna Węgrzynkiewicz, Zygmunt Zawadzki
    Academic press:
    Acta Universitatis Lodziensis Folia Oeconomica (rok: 2013, tom: 286, strony: 243-251), Wydawca: Uniwersytet Łódzki
    Status:
    Published
  3. FUNCTIONAL REGRESSION IN SHORT-TERM PREDICTION OF ECONOMIC TIME SERIES
    Authors:
    Daniel Kosiorowski
    Academic press:
    Statistics in Transition - new series (rok: 2014, tom: vol. 15 no. 4, strony: 611-626), Wydawca: Polskie Towarzystwo Statystyczne
    Status:
    Published
  4. Selected Issues Related to Online Calculation of
    Authors:
    Kosiorowski, D., Zawadzki, Z.
    Academic press:
    Proceedings from VIIth A. Zeliaś International Conference (rok: 2014, tom: 1, strony: cdrom), Wydawca: Fundacja UEK w Krakowie, Komitet Ekonometrii i Statytyki PAN
    Status:
    Published
  5. Evaluation of the Fourth Millenium Development Goal Using Robust and Nnparametric Tools Offered by Data Depth Concept
    Authors:
    Ewa Kosiorowska, Daniel Kosiorowski, Zygmunt Zawadzki
    Academic press:
    Folia Oeconomica Stetinensia (rok: 2015, tom: 15(23), strony: 34-52), Wydawca: De Gruyter
    Status:
    Published
    DOI:
    10.1515/foli-2015-0021 - link to the publication
  6. Głębia położenia-rozrzutu w strumieniowej analizie danych ekonomicznych
    Authors:
    Daniel Kosiorowski
    Academic press:
    Przegląd Statystyczny (rok: 2012, tom: 59, strony: 87 – 109), Wydawca: Komitet Ekonometrii i Statystyki PAN
    Status:
    Published
  7. INCOME DISTRIBUTION MODELS AND INCOME INEQUALITY MEASURES FROM THE ROBUST STATISTICS PERSPECTIVE REVISITED
    Authors:
    Daniel Kosiorowski
    Academic press:
    A C T A U N I V E R S I T A T I S L O D Z I E N S I S FOLIA OECONOMICA (rok: 2014, tom: 6 (309), strony: 103-121), Wydawca: Uniwersytet Łódzki
    Status:
    Published
  8. TWO PROCEDURES FOR ROBUST MONITORING OF PROBABILITY DISTRIBUTIONS OF ECONOMIC DATA STREAMS INDUCED BY DEPTH FUNCTIONS
    Authors:
    Daniel Kosiorowski
    Academic press:
    Operational Research and Decissions (rok: 2015, tom: 25(1), strony: 55-79), Wydawca: Politechnika Wrocławska
    Status:
    Published
    DOI:
    10.5277/ord150104 - link to the publication
  9. A combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State
    Authors:
    Kosiorowski, D., Bocian, M., Bujak, A.
    Academic press:
    Knowledge-Economy-Society (rok: 2014, tom: I, strony: 225-239), Wydawca: Fundacja UEK w Krakowie
    Status:
    Published
  10. SPARSE METHODS FOR ANALYSIS OF SPARSE MULTIVARIATE DATA FROM BIG ECONOMIC DATABASES
    Authors:
    Daniel Kosiorowski, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata Snarska
    Academic press:
    Statistics in Transition - new series (rok: 2014, tom: vol. 15 No. 1, strony: 111-133), Wydawca: GUS
    Status:
    Published
    DOI:
    pts.stat.gov.pl/download/gfx/pts/pl/.../58/1/1/sit_15_1_2014.pdf - link to the publication
  1. Odporna estymacja funkcji gęstości dla danych panelowych w analizie strumienia danych ekonomicznych o wielu reżimach
    Authors:
    Daniel Kosiorowski, Mateusz Bocian
    Conference:
    Modelowanie Danych Panelowych - teoria i praktyka (rok: 2013, ), Wydawca: SGH
    Data:
    konferencja 17.05.2013 r.
    Status:
    Published
  2. Social Choice, Individual Choice and Robustness of the Statistical Procedure
    Authors:
    Daniel Kosiorowski
    Conference:
    24th Annual Conference of the European Association for Evolutionary Political Economy (EAEPE) (rok: 2012, ), Wydawca: EAEPE
    Data:
    konferencja 18-21.10.2012
    Status:
    Published
  3. Locality, Robustness and Interactions in Simple Cooperative Dynamic Game
    Authors:
    Daniel Kosiorowski, Zygmunt Zawadzki
    Conference:
    15th International Conference on Group Decision & Negotiation (rok: 2015, ), Wydawca: SGH w Warszawie
    Data:
    konferencja czerwiec 2015
    Status:
    Published
  4. Odporna prosta regresja nieparametryczna dla danych panelowych w analizie strumienia danych ekonomicznych
    Authors:
    Daniel Kosiorowski, Anna Węgrzynkiewicz
    Conference:
    Modelowanie Danych Panelowych - teoria i praktyka (rok: 2013, ), Wydawca: SGH
    Data:
    konferencja 17.05.2013 r.
    Status:
    Published
  1. Clustering of Functional Objects in Energy Load Prediction Issues
    Authors:
    Kosiorowski, D., Mielczarek, D., Szlachtowska, E.
    Book:
    Proceedings from IX A. Zeliaś International Conference (rok: 2015, tom: 1, strony: cdrom), Wydawca: Komitet Ekonometrii i Statystyki PAN, Fundacja UEK w Krakowie
    Status:
    Published
  2. A combination of Localdepth and SVM Algorithms in Automatic Identification and Prediction of a Market State
    Authors:
    Kosiorowski, D., Bocian, M., Bujak, A.
    Book:
    Knowledge - Economy - Society Contemporary Tools of Organisational Resources Management (rok: 2014, tom: 1, strony: 225-239), Wydawca: Fundacja UEK w Krakowie
    Status:
    Published
  3. Robust Monitoring of a Conditional Distribution in Economic Data Streams Using Statistical Depth Functions
    Authors:
    Daniel Kosiorowski
    Book:
    Proceedings from The Third International Conference on Performance, Safety and Robustness in Complex Systems and Applications PESARO 2013 (rok: 2013, tom: 1, strony: 28 – 31), Wydawca: Curran Associates, Inc.
    Status:
    Published
  4. Selected Issues Related to Online Calculation of Multivariate Robust Measures of Location and Scatter
    Authors:
    Kosiorowski, D., Zawadzki, Z.
    Book:
    Proceedings from VIIth A. Zeliaś International Conference (rok: 2014, tom: 1, strony: cdrom), Wydawca: Komitet Ekonometrii i Statystyki PAN, FundCJ UEK w Krakowie
    Status:
    Published
  5. Functional Classifiers in Management of the Internet Service
    Authors:
    Kosiorowski, D. , Bocian, M.
    Book:
    Proceedings from IX A. Zeliaś International Conference (rok: 2015, tom: 1, strony: cdrom), Wydawca: Komitet Ekonometri i Statystyki PAN, Fundacja UEK w Krakowie
    Status:
    Published
  6. Selected Estimators of the Simple Regression in Analysis of Economic Data Streams
    Authors:
    Daniel Kosiorowski, Zygmunt Zawadzki
    Book:
    Knowledge-Economy-Society Global and Regional Challenges of the 21st Century Economy (rok: 2013, tom: 1, strony: 725-733), Wydawca: Fundacja Uniwersytetu Ekonomicznego w Krakowie
    Status:
    Published