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Jan Kalina

  1. Kalina Jan, Janáček P. :  Testing exchangeability of multivariate distributions , Journal of Applied Statistics vol.50, 15 (2023), p. 3142-3156 [2023] Download DOI: 10.1080/02664763.2022.2102158
  2. Kalina Jan, Tichavský J. :  The minimum weighted covariance determinant estimator for high-dimensional data , Advances in Data Analysis and Classification vol.16, 4 (2022), p. 977-999 [2022] Download Download DOI: 10.1007/s11634-021-00471-6
  3. Kalina Jan :  Common Multivariate Estimators of Location and Scatter Capture the Symmetry of the Underlying Distribution , Communications in Statistics - Simulation and Computation vol.50, 10 (2021), p. 2845-2857 [2021] Download DOI: 10.1080/03610918.2019.1615624
  4. Kalina Jan, Tichavský J. :  On Robust Estimation of Error Variance in (Highly) Robust Regression , Measurement Science Review vol.20, 1 (2020), p. 6-14 [2020] Download DOI: 10.2478/msr-2020-0002
  5. Kalina Jan, Tichavský J. :  Statistical learning for recommending (robust) nonlinear regression methods , Journal of applied mathematics, statistics and informatics vol.15, 2 (2019), p. 47-59 [2019] Download Download DOI: 10.2478/jamsi-2019-0008
  6. Kalina Jan, Vašaničová P., Litavcová E. :  Regression Quantiles under Heteroscedasticity and Multicollinearity: Analysis of Travel and Tourism Competitiveness , Ekonomický časopis vol.67, 1 (2019), p. 69-85 [2019] Download Download
  7. Kalina Jan :  High-dimensional data in economics and their (robust) analysis , Serbian Journal of Management vol.12, 1 (2017), p. 171-183 [2017] Download DOI: 10.5937/sjm12-10778
  8. Kalina Jan :  On Locally Most Powerful Sequential Rank Tests , Sequential Analysis vol.36, 1 (2017), p. 111-125 [2017] Download DOI: 10.1080/07474946.2016.1275501

  1. Kalina Jan :  Statistical Method Selection Matters: Vanilla Methods in Regression May Yield Misleading Results , Proceedings of the 17th International Scientific Conference INPROFORUM: Challenges and Opportunities in the Digital World, p. 5-10 , Eds: Rolínek L., INPROFORUM 2023: Challenges and Opportunities in the Digital World. International Scientific Conference /17./, (České Budějovice, CZ, 20231102) [2023] Download DOI: 10.32725/978-80-7694-053-6.63
  2. Kalina Jan :  Some Robust Approaches to Reducing the Complexity of Economic Data , The 17th International Days of Statistics and Economics Conference Proceedings, p. 246-255 , Eds: Löster T., Pavelka T., International Days of Statistics and Economics /17./, (Praha, CZ, 20230907) [2023] Download
  3. Kalina Jan, Peštová B. :  On the Bayesian Interpretation of Penalized Statistical Estimators , Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Proceedings, Part 2, p. 343-352 , Eds: Rutkowski L., Scherer R., Korytkowski M., Pedrycz W., Tadeusiewicz R., Zurada J. M., ICAISC 2023: International Conference on Artificial Intelligence and Soft Computing /22./, (Zakopane, PL, 20230718) [2023] Download DOI: 10.1007/978-3-031-42508-0_31
  4. Kalina Jan, Janáček Patrik :  A Bootstrap Comparison of Robust Regression Estimators , Mathematical Methods in Economics 2022: Proceedings, p. 161-167 , Eds: Vojáčková H., MME 2022: International Conference on Mathematical Methods in Economics /40./, (Jihlava, CZ, 20220907) [2022] Download
  5. Kalina Jan :  Testing Exchangeability of Multivariate Distributions , Book of Abstracts COMPSTAT 2022, p. 64-64, COMPSTAT 2022: International Conference on Computational Statistics / 24./, (Bologna, IT, 20220823) [2022] Download
  6. Kalina Jan, Vidnerová P. :  On kernel-based nonlinear regression estimation , The 15th International Days of Statistics and Economics Conference Proceedings, p. 450-459 , Eds: Löster  T., Pavelka T., International Days of Statistics and Economics /15./, (Prague, CZ, 20210909) [2021] Download
  7. Kalina Jan, Vidnerová P. :  Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election , RELIK 2021. Conference Proceedings, p. 332-341 , Eds: Langhamrová J., Vrabcová J., RELIK 2021: Reproduction of Human Capital - mutual links and connections, (Praha, CZ, 20211104) [2021] Download
  8. Kalina Jan, Neoral A. :  A Robustified Metalearning Procedure for Regression Estimators , The 13th International Days of Statistics and Economics Conference Proceedings, p. 617-626 , Eds: Löster T., Pavelka T., International Days of Statistics and Economics /13./, (Prague, CZ, 20190905) [2019] Download DOI: 10.18267/pr.2019.los.186.61
  9. Kalina Jan, Pitra Z. :  How to down-weight observations in robust regression: A metalearning study , Mathematical Methods in Economics 2018. Conference Proceedings, p. 204-209 , Eds: Váchová L., Kratochvíl V., MME 2018. International Conference Mathematical Methods in Economics /36./, (Jindřichův Hradec, CZ, 20180912) [2018] Download
  10. Kalina Jan :  Nonparametric Bootstrap Techniques for Implicitly Weighted Robust Estimators , The 12th International Days of Statistics and Economics Conference Proceedings, p. 770-779 , Eds: Löster T., Pavelka T., International Days of Statistics and Economics /12./, (Prague, CZ, 20180906) [2018] Download
  11. Kalina Jan, Peštová Barbora :  A comparison of robust nonlinear regression methods by statistical learning , ISNPS 2018. Book of Abstracts, p. 42-42 , Eds: La Rocca M., Liseo B., Parella M. L., Salmaso L., Tardella L., ISNPS 2018. Conference of the International Society for Nonparametric Statistics /4./, (Salerno, IT, 20180611) [2018] Download
  12. Kalina Jan, Peštová B. :  Various Approaches to Szroeter’s Test for Regression Quantiles , Proceedings of the 11th International Scientific Conference INPROFORUM: Innovations, Enterprises, Regions and Management, p. 361-365 , Eds: Pech M., INPROFORUM 2017. The International Scientific Conference. Innovations, Enterprises, Regions and Management /11./, (České Budějovice, CZ, 20171109) [2017] Download
  13. Kalina Jan, Peštová B. :  Exact Inference In Robust Econometrics under Heteroscedasticity , The 11th International Days of Statistics and Economics Conference Proceedings, p. 636-645 , Eds: Löster T., Pavelka T., International Days of Statistics and Economics /11./, (Prague, CZ, 20170914) [2017] Download
2019-01-07 08:39
Institute of Information Theory and Automation