Peer-reviewed Publications:

  1. Maciak, M. (2017). Linear Trend Filtering via Adaptive LASSO. Proceedings ITISE 2017, Granada, 18-20 September 2017, Vol.1, 524-535. ISBN: 978-84-17293-01-7
  2. Hušková, M. and Maciak, M. (2017). Discontinuities in Robust Nonparametric Regression with A-mixing Dependence. Journal of Nonparametric Statistics, Vol. 29, No. 2, 447-475. DOI: 10.1080/10485252.2017.1303061 [PDF]
  3. Maciak, M. (2017). Testing Shape Constrains in Lasso Regularized Joinpoint Regression. In Antoch, J., Jurečková, J., Maciak, M., Pešta, M., editors, Analytical Methods in Statistics, AMISTAT, Prague, November 2015, pages 105-122, Springer, ISBN 978-3-319-51312-6 [PDF]
  4. Maciak, M. and Mizera, I. (2016). Regularization Techniques in Joinpoint Regression. Statistical Papers, Vol. 57, No. 4, 939–955. DOI: 10.1007/s00362-016-0823-2 [PDF]
  5. Ochecová, P., Tlustoš, P., Szaková, J., Mercl, F., and Maciak, M. (2016). Changes in Nutrient Plant Availability in Loam and Sandy Clay Loam Soils after Wood Fly and Bottom Ash Amendment. Agronomy Journal, Vol. 108 No. 2, p. 487-497. DOI: 10.2134/agronj2015.0143 [PDF]
  6. Slavík, O., Horký, P., Maciak, M., and Wackermannová, M. (2016). Familiarity, Prior Residency, Resource Availability and Body Mass as Predictors of the Movement Activity of the European Catfish. Journal of Ethology, 1–8. DOI: 10.1007/s10164-015-0441-9 [PDF]
  7. Slavík, O., Horký, P., and Maciak, M. (2015). Ostracism of an Albino Individual by a Group of Pigmented Catfish. PLoS ONE 10(5), 1–11. DOI: 10.1371/journal.pone.0128279 [PDF]
  8. Nedelská, Z., Laczo, J., Maciak, M., Uller, M., Kala, P., Klimeš, P., Cimbalnik, J., Vyhnalek, M., and Hort, J. (2015). Subjective spatial navigation complaints are associated with regional brain atrophy and APOE in elderly with subjective memory impairment. Journal of the Neurological Sciences 10/2015; 357:e11–e12.
  9. Horký, P., Douda, K., Maciak, M., Závorka, L., and Slavík, O. (2014). Parasite-induced alterations of host behaviour in a riverine fish: the effects of glochidia on host dispersal. Freshwater Biology, 59 (7), 1452–1461. DOI: 10.1111/fwb.12357 [PDF]
  10. Maciak, M. and Opatřilová, L. (2014). Intercalibration Process of Assessment Methods for Biological Quality Elements of Ecological Status in Surface Waters: Macro-nvertebrates and Phytobenthos. VTEI (Czech: Water Management Technical and Economic Information Journal) 6/2014, 1–9.
  11. Kadlecová, K., Bílý, M., and 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.
  12. Slavík, O., Maciak, M., and Horký, P. (2012). Shelter Use of Familiar and Un-familiar Groups of Juvenile European Catfish Silurus Glanis. Applied Animal Behaviour Science, 142, 116–123.
  13. Kubíková, L., Simon, O., Tichá, K., Douda, K., Maciak, M., and 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.
  14. Maciak, M. (2010). Bootstrapping of M-smoothers. Acta Universitatis Carolinae - Mathematica et Physica, Vol.52, No.1, 37–46.
  15. Maciak, M. (2009). Spline Models with Change-points. In Antoch, J. and Dohnal, G., editors, Robust 2008 Conference Proceedings, 239–246, JČMF, Prague.
  16. Maciak, M. (2007). M-smoothers in Testing and Estimating. In Safránková, and Pavlů, J., editors, WDS’07 Proceedings of Contributed Papers [Part I]: Mathematics and Computer Sciences, 169–174. MatfyzPress, Prague.


  1. Maciak, M. (2017). Linear Trend Filtering via Adaptive LASSO. ITISE 2017 Springer Book, (submitted).
  2. Ciuperca, G. and Maciak, M. (2017). Change-point Detection by the Quantile LASSO Method. Journal of Statistical Planning and Inference, (submitted).
  3. Maciak, M. (2017). Bootstrapping Nonparametric M-Smoothers with Independent Error Terms. ISNPS 2016 Conference Proceedings, (submitted).

Technical Reports and Others (peer reviewed):

  1. Maciak, M., Opatřilová, L, Wildová, P., and Horký, P. (2012). Instruction Manual for Intercalibrating National Assessment Systems for Macro-Invertebrates and Phytobenthos (Eastern Continental GIG). Technical Report, Prague, Czech Republic.
  2. Maciak, M. (2011). Analysis Report on Boundary Harmonization. Technical Report for the IC Vali- dation Workshop on Rivers and Lakes. (Nov. 16, 2012), Ispra, Italy.
  3. Maciak, M. and Opatřilová, L. (2011). Benchmark Selection - Justification Report. WFD Intercalib- ration Phase 2: Milestone 6, Prague, Czech Republic.
  4. Marvan, P., Opatřilová, L., Heteša, J., Maciak, M., and Horký, P. (2011). Metodika hodnocení ekologického stavu útvarů povchovych vod tekoucích (kategorie řeka) pomocí biologické složky fytobentos. Certifikovaná metodika MŽP (in Czech).
  5. Opatřilová, L., Kokeš, J., Němejcová, D., Syrovátka V., Zahrádková, S., Maciak, M., and Horký, P. (2011). Metodika hodnocení ekologického stavu útvarů povchových vod tekoucích (kategorie řeka) pomocí biologické složky makrozoobentos. Certifikovaná metodika MŽP (in Czech).
  6. van de Bund, W. et al. (2010). Guidance on the intercalibration process (Annex V). Technical report. JRC: Institute for Environment and Sustainability, Ispra, Italy.