Mgr. Jan Koláček, Ph.D.
HOROVÁ, Ivanka - KOLÁČEK, Jan - VOPATOVÁ, Kamila.
Full bandwidth matrix selectors for gradient kernel density estimate. Computational Statistics & Data Analysis, ELSEVIER, Great Britain. ISSN 0167-9473, 2013, vol. 57, no. 1, pp. 364-376.
HOROVÁ, Ivanka - KOLÁČEK, Jan - LAJDOVÁ, Dagmar.
Kernel Regression Model for Total Ozone Data. Journal of Environmental Statistics, USA. ISSN 1945-1296, 2013, vol. 4, no. 2, pp. 1-12. submitted.
HOROVÁ, Ivanka - KOLÁČEK, Jan - VOPATOVÁ, Kamila.
Bandwidth matrix selectors for multivariate kernel density estimation. 2012.
KOLÁČEK, Jan - HOROVÁ, Ivanka.
Iterative bandwidth method for kernel regression. Journal of Statistics: Advances in Theory and Applications, Scientific Advances Publishers, India. ISSN 0975-1262, 2012, vol. 8, no. 2, pp. 91-103.
KOLÁČEK, Jan - HOROVÁ, Ivanka.
Iterative bandwidth selector - extension to kernel regression. 2012.
HOROVÁ, Ivanka - KOLÁČEK, Jan.
Jádrová regrese pro model s korelovanými pozorováními. 2012.
HOROVÁ, Ivanka - KOLÁČEK, Jan.
Kernel regression model for total ozone data. 2012.
HOROVÁ, Ivanka - KOLÁČEK, Jan - ZELINKA, Jiří.
Kernel Smoothing in MATLAB: Theory and Practice of Kernel Smoothing. Singapore : World Scientific Publishing Co. Pte. Ltd., 2012. 244 pp. Neuveden. ISBN 978-981-4405-48-5.
ŘEZÁČ, Martin - KOLÁČEK, Jan.
Lift-Based Quality Indexes for Credit Scoring Models as an Alternative to Gini and KS. Journal of Statistics: Advances in Theory and Applications, India. ISSN 0975-1262, 2012, vol. 7, no. 1, pp. 1-23.
HOROVÁ, Ivanka - KOLÁČEK, Jan - VOPATOVÁ, Kamila.
Visualization and Bandwidth Matrix Choice. Communications in Statistics - Theory and Methods, Philadelphia, Taylor & Francis, USA. ISSN 0361-0926, 2012, vol. 41, no. 4, pp. 759-777.
A Conservative Approach to Assessment of Discriminatory Models. In Workshop of the Jaroslav Hájek Center and Financial Mathematics in Practice I, Book of short papers. Vyd. 1. Brno : Masaryk University, 2011. ISBN 978-80-210-5778-4, pp. 30-36. 2011, Jedovnice.
KOLÁČEK, Jan - KARUNAMUNI, Rohana J..
A generalized reflection method for kernel distribution and hazard functions estimation. Journal of Applied Probability and Statistics, Montgomery, Dixie W Publishing Corporation, USA. ISSN 1930-6792, 2011, vol. 6, no. 2, pp. 73-85.
ŘEZÁČ, Martin - KOLÁČEK, Jan.
Adjusted Empirical Estimate of Information Value for Credit Scoring Models. In PROCEEDINGS ASMDA 2011. Rome : Edizioni ETS, 2011. ISBN 978-88-467-3045-9, pp. 1162-1169. Rome, Italy.
Computation of Information Value for Credit Scoring Models. In Workshop of the Jaroslav Hájek Center and Financial Mathematics in Practice I, Book of short papers. Vyd. 1. Brno : Masaryk University, 2011. ISBN 978-80-210-5778-4, pp. 75-84. 2011, Jedovnice.
HOROVÁ, Ivanka - KOLÁČEK, Jan - VOPATOVÁ, Kamila - ZELINKA, Jiří.
Contribution to bandwidth matrix choice for multivariate kernel density estimate. In ISI 2011, Proceedings of the 58th World Statistics Congress. : ISI 2011, 2011. 6 pp. 2011.
KOLÁČEK, Jan - ŘEZÁČ, Martin.
Credit Scoring Models and their Quality. 2011. ISBN 978-961-92487-7-5.
KOLÁČEK, Jan.
Inovace výuky statistiky na Přírodovědecké fakultě MU. In XXIX International Colloquium on the Management of Educational Process : proceedings of abstracts and electronic versions of reviewed contributions on CD-ROM [CD-ROM]. Brno : Univerzita Obrany, 2011. ISBN 978-80-7231-779-0, pp. 38-41. 19.5.2011, Brno.
KOLÁČEK, Jan - KONEČNÁ, Kateřina.
Interaktivní dávky v jazyce R. 2011.
KONEČNÁ, Kateřina - KOLÁČEK, Jan.
Jak pracovat s jazykem R. 2011. 84 pp.
KOLÁČEK, Jan.
Kernel Bivariate Density Toolbox. 2011.
KOLÁČEK, Jan - ŘEZÁČ, Martin.
Quality Measures for Predictive Scoring Models. In PROCEEDINGS ASMDA 2011. Rome, Italy : Edizioni ETS, 2011. ISBN 978-88-467-3045-9, pp. 720-727. 2011, Rome, Italy.
KOLÁČEK, Jan - ŘEZÁČ, Martin.
Assessment of Scoring Models Using Information Value. In 19th International Conference on Computational Statistics, Paris France, August 22-27, 2010 Keynote, Invited and Contributed Papers. Vyd. 1. Paris : SpringerLink, 2010. ISBN 978-3-7908-2603-6, pp. 1191-1198. 2010, Paris.
VOPATOVÁ, Kamila - HOROVÁ, Ivanka - KOLÁČEK, Jan.
Bandwidth Matrix Choice for Bivariate Kernel Density Derivative. In Proceedings of the 25th International Workshop on Statistical Modelling. Glasgow (UK) : 2010. pp. 561-564. 2010, Glasgow.
KOLÁČEK, Jan.
Kernel Quality Indexes Toolbox for Matlab. 2010.
ŘEZÁČ, Martin - KOLÁČEK, Jan.
On Aspects of Quality Indexes for Scoring Models. In 19th International Conference on Computational Statistics, Paris France, August 22-27, 2010 Keynote, Invited and Contributed Papers. Vyd. 1. Paris : SpringerLink, 2010. ISBN 978-3-7908-2603-6, pp. 1517-1524. 2010, Paris.
KOLÁČEK, Jan - ŘEZÁČ, Martin.
Predictive Power Measures for Scoring Models. Vyd. 1. Liberec : Neuveden, 2010. Výjezdní zasedání Centra Jaroslava Hájka.
VOPATOVÁ, Kamila - HOROVÁ, Ivanka - KOLÁČEK, Jan.
TRAM: Bandwidth Choice for Kernel Density Derivative. 2010. poster.
Bandwidth matrix choice for bivariate kernel density estimates. In Book of short papers. Vyd. Masarykova univerzita. Brno : 2009. ISBN 978-80-210-5100-3, p. 22-25. 2009.
KOLÁČEK, Jan.
Kernel Regression Toolbox for Matlab. 2009.
KOLÁČEK, Jan.
Neparametrické odhady ROC křivky. In Firma a konkurenční prostředí 2009. Brno : MZLU v Brně, 2009. ISBN 978-80-7392-084-5, pp. 240-247. 13.3.2009, Brno.
KOLÁČEK, Jan - KARUNAMUNI, Rohana J..
On boundary correction in kernel estimation of ROC curves. Austrian Journal of Statistics, Austria. ISSN 1026-597X, 2009, vol. 38, no. 1, pp. 17-32.
KOLÁČEK, Jan.
ROC curves as an aspect of classification. 2009.
KOLÁČEK, Jan.
An Improved Estimator for Removing Boundary Bias in Kernel Cumulative Distribution Function Estimation. In Proceedings in Computational Statistics COMPSTAT'08. Porto : Physica-Verlag, 2008. ISBN 978-3-7908-2083-6, pp. 549-556. 24.8.2008, Porto.
HOROVÁ, Ivanka - KOLÁČEK, Jan - ZELINKA, Jiří - VOPATOVÁ, Kamila.
Bandwidth Choice for Kernel Density Estimates. In Proceedings IASC,. Yokohama : IASC, 2008. ISBN 978-4-9904445-1-8, pp. 542-551. 5.12.2008, Yokohama.
KOLÁČEK, Jan.
Plug-in method for nonparametric regression. Computational Statistics, Germany, Physica-Verlag, Germany. ISSN 0943-4062, 2008, vol. 2008, no. 1, pp. 63-78.
HOROVÁ, Ivanka - KOLÁČEK, Jan - ZELINKA, Jiří - EL-SHAARAWI, Abdel H..
Smooth Estimates of Distribution Functions with Application in Environmental Studies. In Advanced topics on mathematical biology and ecology. Vyd. 1. Mexico : WSEAS Press, 2008. ISBN 978-960-6766-32-9, pp. 122-127. 25.1.2008, Acapulco.
Boundary effects for densities and distribution functions. In Summer School DATASTAT 06. Brno : Masaryk University, 2007. ISBN 978-80-210-4493-7, pp. 141-148. 2006, Kozov.
KOLÁČEK, Jan.
On boundary correction in kernel estimation of ROC curves. 2007.
Smooth Estimates of Distribution Functions with Application in Environmental Studies. 2007. ISBN 978-80-210-4333-6.
HOROVÁ, Ivanka - FORBELSKÁ, Marie - BAUER, Luboš - BUDÍKOVÁ, Marie - KOLÁČEK, Jan - LEPKA, Karel - MOLL, Ivo - NÉMETHOVÁ, Danka - PALIÁNOVÁ, Radka - POKORA, Ondřej - POSPÍŠIL, Zdeněk - RÁČEK, Jaroslav - TAJOVSKÝ, Martin - WIMMER, Gejza - ZELINKA, Jiří.
TIES2007, 18th annual meeting of the International Environmetrics Society. 2007. CZE, Mikulov. 16.8.2007 - 29.8.2007, Worldwide Activity.
KOLÁČEK, Jan - POMĚNKOVÁ, Jitka.
A Comparative Study of Boundary Effects for Kernel Smoothing. Austrian Journal of Statistics, Austria, Austria. ISSN 1026-597X, 2006, vol. 35/2006, no. 2, pp. 281-289.
KOLÁČEK, Jan.
Boundary effects in kernel estimation of ROC curves. 2006.
KOLÁČEK, Jan.
Volba optimální šířky okna při jádrových odhadech regresní funkce. In Sborník ROBUST'06. Praha : MFF UK, 2006. ISBN 80-7015-073-4, pp. 135-142. 2006, Lhota nad Rohanovem.
KOLÁČEK, Jan.
Bandwidth selection for nonparametric regression - plug-in method. 2005.
KOLÁČEK, Jan.
Jádrové odhady regresní funkce. Brno : Jan Koláček, 2005. 87 pp. disertační práce. disertační práce.
KOLÁČEK, Jan.
Use of Fourier Transformation for Bandwidth Selection. In Datastat 03, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15. Brno : Masaryk niversity, 2004. ISBN 80-210-3564-1, pp. 159-168. 2003, Svratka.
KOLÁČEK, Jan.
Use of Fourier transformation for kernel smoothing. In Proceedings in Computational Statistics COMPSTAT'04. Vyd. 1. Německá republika : Springer, 2004. ISBN 3-7908-1554-3, pp. 1329 - 1336. 2004, Praha.
KOLÁČEK, Jan.
Some stabilized bandwidth selectors for nonparametric regression. Journal of Electrical Engineering, Bratislava, Slovak University of Technology, Slovakia. ISSN 1335-3632, 2003, vol. 54, no. 12, pp. 65-68.
KOLÁČEK, Jan.
Kernel Estimation of the Regression Function - Bandwidth Selection. In Datastat 01, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 11. Brno : Masaryk University, 2002. ISBN 80-210-3028-3, pp. 129-138. 2001, Orlické mountains, Čihák Cottage.
KOLÁČEK, Jan.
Problems of automatic data-driven bandwidth selectors for nonparametric regression. Journal of Electrical Engineering, Slovakia. ISSN 1335-3632, 2002, vol. 53, no. 12, pp. 48-51.
