Publications - Jan Kalina
Books and chapters (2)
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1. * Jan Kalina, Petra Vidnerová, Lubomír Soukup: Modern Approaches to Statistical Estimation of Measurements in the Location Model and Regression. Handbook of Metrology and Applications, 1-22. Springer, Singapore 2022. Download |
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2. * M. Broniatowski, Jana Jurečková, Jan Kalina: Likelihood Ratio Testing under Measurement Errors. New Developments in Statistical Information Theory Based on Entropy and Divergence Measures, 117-125. MDPI, Basel 2019. Download |
Journal articles (12)
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1. * Jan Kalina, P. Janáček: Testing exchangeability of multivariate distributions. Journal of Applied Statistics 50:15 (2023), 3142-3156. Taylor & Francis. Download |
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2. * Jan Kalina, J. Tichavský: The minimum weighted covariance determinant estimator for high-dimensional data. Advances in Data Analysis and Classification 16:4 (2022), 977-999. Springer. Download |
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3. * Jan Kalina, Lubomír Soukup: Bayesovské odhady: přirozený nástroj pro využití apriorní informace. Informační bulletin České statistické společnosti 32:3 (2021), 3-15. Česká statistická společnost. Download |
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4. * Jan Kalina: Common Multivariate Estimators of Location and Scatter Capture the Symmetry of the Underlying Distribution. Communications in Statistics - Simulation and Computation 50:10 (2021), 2845-2857. Taylor & Francis. Download |
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5. * Jan Kalina, J. Tichavský: On Robust Estimation of Error Variance in (Highly) Robust Regression. Measurement Science Review 20:1 (2020), 6-14. Sciendo. Download |
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6. * Jan Kalina, J. Tichavský: Statistical learning for recommending (robust) nonlinear regression methods. Journal of applied mathematics, statistics and informatics 15:2 (2019), 47-59. Univerzita sv. Cyrila a Metoda v Trnave. Download |
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7. * Jan Kalina, P. Vašaničová, E. Litavcová: Regression Quantiles under Heteroscedasticity and Multicollinearity: Analysis of Travel and Tourism Competitiveness. Ekonomický časopis 67:1 (2019), 69-85. Ekonomický ústav SAV. Download |
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8. * Jan Kalina, Lubomír Soukup: Průkopníci statistiky ve vědách o člověku v 19. století. Informační bulletin České statistické společnosti 30:3 (2019), 1-15. Česká statistická společnost. Download |
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9. * M. Broniatowski, Jana Jurečková, Jan Kalina: Likelihood ratio testing under measurement errors. Entropy 20. MDPI. Download |
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10. * Jan Kalina, Lubomír Soukup: Doktrína šancí: 300. výročí první učebnice teorie pravděpodobnosti. Informační bulletin České statistické společnosti 29:1 (2018), 1-11. Česká statistická společnost. Download |
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11. * Jan Kalina: High-dimensional data in economics and their (robust) analysis. Serbian Journal of Management 12:1 (2017), 171-183. Univerzitet u Beogradu. Download |
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12. * Jan Kalina: On Locally Most Powerful Sequential Rank Tests. Sequential Analysis 36:1 (2017), 111-125. Download |
Conference papers (14)
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1. * Jana Jurečková, J. Picek, Jan Kalina: Estimation of Conditional Value-at-Risk in Linear Model. Combining, Modelling and Analyzing Imprecision, Randomness and Dependence, 200-207. Springer, Cham 2024. Download |
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2. * Jan Kalina, Lubomír Soukup: History of Statistical Thinking: From Uncertainty to Uncertain Knowledge. PaKSoM 2022: Proceedings of the 4th Virtual International Conference Path to a Knowledge Society-Managing Risks and Innovation, 497-504. Complex Systems Research Centre and Mathematical Institute of the Serbian Academy of Sciences and Arts, Niš / Belgrade 2023. Download |
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3. * Jan Kalina, B. Peštová: On the Bayesian Interpretation of Penalized Statistical Estimators. Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Proceedings, Part 2, 343-352. Springer, Cham 2023. Download |
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4. * Jan Kalina: Some Robust Approaches to Reducing the Complexity of Economic Data. The 17th International Days of Statistics and Economics Conference Proceedings, 246-255. Melandrium, Praha 2023. Download |
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5. * Jan Kalina: 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, 5-10. University of South Bohemia in České Budějovice, Faculty of Economics, České Budějovice 2023. Download |
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6. * Jan Kalina, Patrik Janáček: A Bootstrap Comparison of Robust Regression Estimators. Mathematical Methods in Economics 2022: Proceedings, 161-167. College of Polytechnics Jihlava, Jihlava 2022. Download |
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7. * Jan Kalina, Patrik Janáček: A Bootstrap Comparison of Robust Regression Estimators. Mathematical Methods in Economics 2022: Proceedings, 161-167. College of Polytechnics Jihlava, Jihlava 2022. Download |
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8. * Jan Kalina, P. Vidnerová: Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election. RELIK 2021. Conference Proceedings, 332-341. Prague University of Economics and Business, Prague 2021. Download |
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9. * Jan Kalina, P. Vidnerová: On kernel-based nonlinear regression estimation. The 15th International Days of Statistics and Economics Conference Proceedings, 450-459. Melandrium, Slaný 2021. Download |
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10. * Jan Kalina, A. Neoral: A Robustified Metalearning Procedure for Regression Estimators. The 13th International Days of Statistics and Economics Conference Proceedings, 617-626. Melandrium, Slaný 2019. Download |
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11. * Jan Kalina, Z. Pitra: How to down-weight observations in robust regression: A metalearning study. Mathematical Methods in Economics 2018. Conference Proceedings, 204-209. MatfyzPress, Prague 2018. Download |
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12. * Jan Kalina: Nonparametric Bootstrap Techniques for Implicitly Weighted Robust Estimators. The 12th International Days of Statistics and Economics Conference Proceedings, 770-779. Melandrium, Slaný 2018. Download |
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13. * Jan Kalina, B. Peštová: Various Approaches to Szroeter’s Test for Regression Quantiles. Proceedings of the 11th International Scientific Conference INPROFORUM: Innovations, Enterprises, Regions and Management, 361-365. University of South Bohemia in České Budějovice, České Budějovice 2017. Download |
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14. * Jan Kalina, B. Peštová: Exact Inference In Robust Econometrics under Heteroscedasticity. The 11th International Days of Statistics and Economics Conference Proceedings, 636-645. Melandrium, Slaný 2017. Download |
Other publications (3)
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1. * Jan Kalina: Testing Exchangeability of Multivariate Distributions. Book of Abstracts COMPSTAT 2022, 64-64. COMPSTAT and SDS, Bologna 2022. Download |
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2. * Jan Kalina, Barbora Peštová: A comparison of robust nonlinear regression methods by statistical learning. ISNPS 2018. Book of Abstracts, 42-42. , Salerno 2018. Download |
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3. * Jan Kalina, Miroslav Šiman: Nonparametric tests of symmetry for non-elliptical distributions. ICORS 2018. Book of Abstracts, 122-122. , Leuven 2018. Download |
Miscellaneous (1)
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1. * Jan Kalina, Jana Jurečková: Special issue of the Conference Analytical Methods in Statistics (AMISTAT 2019). Applications of Mathematics 65:3 (2020), 227-342. Springer. |