Mgr. Jan Koláček, Ph.D.

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Name, first names, scientific degrees
  • Jan Koláček, born in Brno, 11.12.1976
Department/Faculty/University
  • Department of Mathematics and Statistics, Faculty of Science, Masaryk University
Function, current position
  • Assistant Professor
Education and academic qualifications
  • 2005: Ph.D. - Kernel estimates of the regression function, Dept. of applied mathematics, Masaryk University
  • 2000: Mgr. - Nonnegative matrices, Dept. of applied mathematics, Masaryk University
Professional experience
  • 2005: KAM PřF, Masaryk University, Assistant Professor
  • 2000 - 2005: FEKT, VUT Brno, Assistant Professor
Teaching activities
  • Numerical methods, Statistics
Research activities
  • Kernel smoothing
Major publications
  • HOROVÁ, Ivanka, Jan KOLÁČEK a Kamila VOPATOVÁ. Full bandwidth matrix selectors for gradient kernel density estimate. Computational Statistics & Data Analysis, ELSEVIER, 2013, roč. 57, č. 1, s. 364-376. ISSN 0167-9473. doi:10.1016/j.csda.2012.07.006. info
  • HOROVÁ, Ivanka, Jan KOLÁČEK a Kamila VOPATOVÁ. Visualization and Bandwidth Matrix Choice. Communications in Statistics - Theory and Methods, Philadelphia: Taylor & Francis, 2012, roč. 41, č. 4, s. 759-777. ISSN 0361-0926. doi:10.1080/03610926.2010.529539. info
  • HOROVÁ, Ivanka, Jan KOLÁČEK a Jiří ZELINKA. Kernel Smoothing in MATLAB: Theory and Practice of Kernel Smoothing. Singapore: World Scientific Publishing Co. Pte. Ltd., 2012. 244 s. Neuveden. ISBN 978-981-4405-48-5. URLinfo
  • KOLÁČEK, Jan a Rohana J. KARUNAMUNI. A generalized reflection method for kernel distribution and hazard functions estimation. Journal of Applied Probability and Statistics, Montgomery: Dixie W Publishing Corporation, 2011, roč. 6, č. 2, s. 73-85. ISSN 1930-6792. info
  • KOLÁČEK, Jan a Rohana J. KARUNAMUNI. On boundary correction in kernel estimation of ROC curves. Austrian Journal of Statistics, 2009, roč. 38, č. 1, s. 17-32. ISSN 1026-597X. info
  • KOLÁČEK, Jan. Kernel Regression Toolbox for Matlab. 2009. URLinfo
  • KOLÁČEK, Jan. Plug-in method for nonparametric regression. Computational Statistics, Germany: Physica-Verlag, 2008, roč. 2008, č. 1, s. 63-78. ISSN 0943-4062. info
  • HOROVÁ, Ivanka, Jan KOLÁČEK, Jiří ZELINKA a Abdel H. EL-SHAARAWI. Smooth Estimates of Distribution Functions with Application in Environmental Studies. In Advanced topics on mathematical biology and ecology. 1. vyd. Mexico: WSEAS Press, 2008. s. 122-127, 6 s. ISBN 978-960-6766-32-9. info
  • KOLÁČEK, Jan a Jitka POMĚNKOVÁ. A Comparative Study of Boundary Effects for Kernel Smoothing. Austrian Journal of Statistics, Austria, 2006, roč. 35/2006, č. 2, s. 281-289. ISSN 1026-597X. info
  • KOLÁČEK, Jan. Boundary effects in kernel estimation of ROC curves. In Compstat 2006 Book of abstracts. 2006. info
  • KOLÁČEK, Jan. Jádrové odhady regresní funkce. Brno: Jan Koláček, 2005. 87 s. disertační práce. info
  • KOLÁČEK, Jan. Bandwidth selection for nonparametric regression - plug-in method. In Programme and Abstracts, IASC 3rd World Conference on CSDA. 2005. info
  • KOLÁČEK, Jan. Use of Fourier transformation for kernel smoothing. In Proceedings in Computational Statistics COMPSTAT'04. 1. vyd. Německá republika: Springer, 2004. s. 1329 - 1336, 8 s. ISBN 3-7908-1554-3. info
  • KOLÁČEK, Jan. Some stabilized bandwidth selectors for nonparametric regression. Journal of Electrical Engineering, Bratislava: Slovak University of Technology, 2003, roč. 54, č. 12, s. 65-68. ISSN 1335-3632. info
  • KOLÁČEK, Jan. Problems of automatic data-driven bandwidth selectors for nonparametric regression. Journal of Electrical Engineering, 2002, roč. 53, č. 12, s. 48-51. ISSN 1335-3632. info

Last update: 2007/08/22