Matúš Maciak University of Alberta, Edmonton, Canada @ Central Academic Building (CAB) 460
Research Areas
nonparametric regression, smoothing
robustness, discontinuities and structural breaks
sparsity, variable selection, lasso and degrees of freedom
weak dependence
bootstrapping
multivariate statistical methods
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Publications/Papers
Horký P., Douda, K., Maciak, M., Závorka, L., Slavík. O. (2014). Parasite-induced alterations of host behaviour in a riverine fish: the effects of glochidia on host dispersal. Freshwater Biology (in press).
Slavík, O., Maciak, M. & Horký, P. (2012). Shelter use of familiar and unfamiliar groups of
juvenile European catfish Silurus glanis. Applied Animal Behaviour Science 142, 116-123.
Kubíková, L., Simon, O. P., Tichá, K., Douda, K., Maciak, M. & Bílý, M. (2012). The influence of
mesoscale habitat conditions on the macroinvertebrate composition of springs in a geologically homogeneous area. Freshwater Science 31,
668-679.
Kadlecová, K., Bilý, M. & Maciak, M. (2012). Movement patterns of the co-occurring species
Astacus astacus (noble crayfish) and Austropotamobius torrentium (stone crayfish). Fundamental and Applied Limnology / Archiv für Hydrobiologie 180,
351-360.
Maciak, M. (2011). Bootstrapping of M-smoothers. Acta Universitatis Carolinae - Mathematica et Physica, Vol.52, No.1, 37-46.
van de Bund, W. et al. (2010). Guidance on the intercalibration process (Annex V.). Technical report, Joint Research Centre: Institute for Environment and Sustainability, Ispra, Italy.
Maciak, M. (2009). Spline models with Change-points. In Antoch, J. and Dohnal, G., editors, Robust 2008 Conference Proceedings, pages 239-246, JČMF, Prague.
Maciak, M. (2007). M-smoothers in Testing and Estimating In Šafránková, J. and Pavlů, J., editors, WDS'07 Proceedings of Contributed Papers:
Part I - Mathematics and Computer Sciences, pages 169-174. MatfyzPress, Prague.
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Theses
Maciak, M. (2011). Flexibility, Robustness and Discontinuities in Nonparametric Regression Approaches.
PhD thesis, Charles University in Prague.
Maciak, M. (2008). Spline Models with Change-points Applied to Seroprevalence Data. Master thesis,
University of Hasselt.
Maciak, M. (2006). Additive Regression Models with Regression Splines. Master thesis, Charles University in Prague.
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Invited Talks
Universities: University of British Columbia, University of Alberta, Canada; University of Hamburg, Germany; Charles University in Prague, Czech Republic; Comenius University in Bratislava, Slovak Republic;
Conferences: IMS - New Researchers Conference 2013, PIMS-YRC 2013, ISNPS 2012;
Others: European Commission - JRC, Ispra, Italy; European Commission - CCAB, Brussels, Belgium; SEPA, Edinburg, Scotland;
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Since 01.01.2004
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