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Milan Stehlik

Full Professor

Universidad de Valparaíso

Valparaiso, Chile

Extremes modelling, optimal design of experiments, Exact distributions, Optimal design, Small sample asymptotics, Exact testing, Inference for heavy tails and extremes, artificial intelligence, neural networks, information

Statistics, COMENIUS UNIVERSITY. Eslovaquia, 2003
Mathematics, COMENIUS UNIVERSITY. Chile, 1999

Full Professor Full Time

UNIVERSIDAD DE VALPARAISO

Ciencias

Valparaiso, Chile

2015 - At present

Associate Professor Full Time

Johannes Kepler University

Linz, Austria

2006 - 2018
Visiting Full Professor Full Time

University of Iowa

Iowa City, Estados Unidos

2019 - 2020
Visiting Professor Full Time

Arizona State University

Tempe, Estados Unidos

2018 - 2019
Associate Professor Full Time

Universidad Técnica Federico Santa María

Valparaiso, Chile

2014 - 2015
Assistant Professor Part Time

The University of Saint Cyril and Metodius

Trnava, Eslovaquia

2000 - 2005
Assistant Professor Full Time

Comenius University

Bratislava, Chile

1999 - 2006

Diploma of excellence

DQM Research Center

Serbia, 2016

The price for excellence in research and its dissemination
Faculty price for paper in Environmetrics (2010)

Johannes Kepler University

Austria, 2011

Faculty price for paper in Environmetrics (2010)


I-divergence based statistical inference for heteroscedasticity and compounds of arsenic contamination in Chile Stehlik, Milan; Sabolova, R.; Seckarova V.; Soza, Ludy Nunez; Kiselak, Jozef Article WOS CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2022)
Long memory estimation in a non-Gaussian bivariate process Ledys, Salazar; Torres, Soledad; Kiselak, Jozef; Felix Fuders; Ishimura, N; Yoshizawa, Y; Stehlik, Milan Article WOS APPLIED MATHEMATICS AND COMPUTATION (2022)
REDACS: Regional emergency-driven adaptive cluster sampling for effective COVID-19 management Stehlik, Milan; Kiselak, Jozef; Dinamarca, Alejandro; Alvarado, Eloy; Plaza, Francisco; Medina, A. F.; Stehlíková S.; Marek, J.; Venegas, B.; Gajdos, A.; Li, Yumeng; Katuscak, S; Brazinova, Alexandra; Zeintl, E.; Lu, Ying Article WOS STOCHASTIC ANALYSIS AND APPLICATIONS (2022)
“SPOCU”: scaled polynomial constant unit activation function. Kiselak, Jozef; Lu Y.; Svihra J; Szepe P; Stehlik, Milan Article WOS NEURAL COMPUTING AND APPLICATIONS (2021)
IPO estimation of heaviness of the distribution beyond regularly varying tails Jordanova P.; StehlÃk M. Article ISI SCOPUS STOCHASTIC ANALYSIS AND APPLICATIONS (2020)
On COVID-19 outbreaks predictions: Issues on stability, parameter sensitivity, and precision Stehlik, M.; Kiselak, J.; Dinamarca, M. Alejandro; Li, Y.; Ying, Y. Article ISI STOCHASTIC ANALYSIS AND APPLICATIONS (2020)
Priority statement and some properties of t-lgHill estimator Stehlik, Milan; Kiselak, Jozef; Vaiciulis, Marijus; Jordanova, Pavlina Kalcheva; Soza, Ludy Nunez; Fabian, Zdenek; Hermann, Philipp; Strelec, Lubos; Rivera, Andres; Girard, Stephane; Torres, Sebastian Article ISI EXTREMES (2020)
Assessment of barriers to public rental housing exits=> Evidence from tenants in Beijing, China Li, J.; Stehlík, M.; Wang, Y. Article CITIES (2019)
Fredholm integral relation between compound estimation and prediction (FIRCEP) StehlÃk M.; Kiselâ€™Ã¡k J.; Bukina E.; Lu Y.; Baran S. Article SCOPUS Stochastic Analysis and Applications (2019)
On ecological aspects of dynamics for zero slope regression for water pollution in Chile StehlÃk M.; Soza L.N.; FabiÃ¡n Z.; Ji?ina M.; Jordanova P.; Arancibia S.C.; Kiselâ€™Ã¡k J. Article ISI SCOPUS STOCHASTIC ANALYSIS AND APPLICATIONS (2019)
On improved volatility modelling by fitting skewness in ARCH models Mantalos P.; Karagrigoriou A.; St?elec, L.; Jordanova P.; Hermann P.; Kise?Ã¡k J.; HudÃ¡k J.; StehlÃk M. Article SCOPUS Journal of Applied Statistics (2019)
Small sample robust approach to outliers and correlation of Atmospheric Pollution and Health Effects in Santiago de Chile Soza, L.N.; Jordanova, P.; Nicolis, O.; Strelec, L. Article CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2019)
Approximation Of Information Divergences For Statistical Learning With Applications Stehlík, Milan; Somorcík, Ján; Strelec, Lubos Article MATHEMATICA SLOVACA (2018)
D-optimal designs for complex Ornstein-Uhlenbeck processes Baran S.; Szak-Kocsis, C; Stehlik, M Article ISI SCOPUS JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2018)
Factors affecting the operational interaction between the South American sea lions and the artisan gillnet fishery in Chile Sepúlveda, Maritza; Martínez, Tamara; Oliva, Doris; Couve, Pablo; Pavez, Guido; Navarro, Claudia; Stehlik, Milan; Durán, L. René; Luna-Jorquera, Guillermo Article ISI SCOPUS FISHERIES RESEARCH (2018)
Generalized Inv-Log-Gamma-G processes Kiselak, J.; Jordanova, P.; Stehlík, M. Article STOCHASTIC ANALYSIS AND APPLICATIONS (2018)
Generalized Inv-Log-Gamma-G processes Kise?Ã¡k J.; Jordanova P.; StehlÃk M. Article ISI SCOPUS Stochastic Analysis and Applications (2018)
Log-gamma motion as flexible model for generalized interest rates Jordanova, P; Kiselak, J.; Stehlik, M Article ISI SCOPUS STOCHASTIC ANALYSIS AND APPLICATIONS (2018)
On multivariate modifications of Cramer–Lundberg risk model with constant intensities Jordanova, K. Pavlina; Stehlík, Milan Article STOCHASTIC ANALYSIS AND APPLICATIONS (2018)
Predicting hourly ozone concentrations using wavelets and ARIMA models Salazar, Ledys; Nicolis, Orietta; Ruggeri, Fabrizio; Kisel’ák, Jozef; Stehlík, Milan Article NEURAL COMPUTING AND APPLICATIONS (2018)
Statistical testing of availability for mining technological systems with air quality constraints Stehlík, Milan; Economou, Polychronis; Papi&#263, ; Ljubiša, Aronov; Joseph, Nicolis; Orietta, Antoch; Jaromír, Cézová; Eliška, Kiseľ ák, Jozef Article APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2018)
Time evolutions of copulas and foreign exchange markets Kupka, Ivan; Kiselák, Jozef; Ishimura, Naoyuki; Yoshizawa, Yasukazu; Salazar, Ledys; Stehlík, Milan Article INFORMATION SCIENCES (2018)
Financial and risk modelling with semicontinuous covariances Stehlík, Milan; Helpersdorfer, Christian; Hermann, Philipp; Supina, Jaroslav; Grilo, Luis M.; Maidana, Jean Paul; Fuders, Felix; Stehlíková, Silvia Article INFORMATION SCIENCES (2017)
Gender Differences of Arterial Stiffness and Arterial Age in Smokers Mozos, Ioana; Maidana, Jean Paul; Stehlík, Milan; Stoian, Dana Article INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2017)
Generalized interest rate dynamics and its impacts on finance and pensions Stehlík, Milan; Kiselak, Jozef; Potocky, Rastislav; Jordanova, Pavlina Article STOCHASTIC ANALYSIS AND APPLICATIONS (2017)
Generalized Skew-Normal Negentropy and Its Application to Fish Condition Factor Time Series Arellano-Valle, RB; Contreras-Reyes, JE; Stehlik, M Article ISI SCOPUS ENTROPY (2017)
Generalized Skew-Normal Negentropy and Its Application to Fish Condition Factor Time Series Arellano-Valle, Reinaldo B.; Contreras-Reyes, Javier E.; Stehlík, Milan Article ENTROPY (2017)
Geometric aspects of robust testing for normality and sphericity Richter, Wolf-Dieter; Strelec, Lubos; Ahmadinezhad, Hamid; Stehlík, Milan Article STOCHASTIC ANALYSIS AND APPLICATIONS (2017)
Multi-fractal cancer risk assessment Nicolis, Orietta; Kiselak, Jozef; Porro, Francesco; Stehlík, Milan Article STOCHASTIC ANALYSIS AND APPLICATIONS (2017)
NEGATIVE INTEREST RATES: WHY AND HOW? Kiseeak, J; Hermann, P; Stehlik, M Article ISI SCOPUS Mathematica Slovaca (2017)
Negative interest rates=> why and how? Kiselak, Jozef; Hermann, Philipp; Stehlík, Milan Article MATHEMATICA SLOVACA (2017)
On dynamics underlying variance of mass balance estimation in Chilean glaciers Stehlík, Milan; Hermann, Philipp; Torres, Sebastián; Kiselak, Jozef; Rivera, Andrés Article ECOLOGICAL COMPLEXITY (2017)
On ecosystems dynamics Stehlík, Milan; Aguirre, Pablo; Girard, Stéphane; Jordanova, Pavlina; Kiselak, Jozef; Torres, Sebastián; Sadovsky, Zoltan; Rivera, Andrés Article ECOLOGICAL COMPLEXITY (2017)
“Building” exact confidence nets Francis, Andrew R.; Stehlík, Milan; Wynn, Henry P. Article BERNOULLI (2017)
Fractal based cancer modelling Stehlík, Milan; Hermann, Philipp; Nicolis, Orietta Article REVSTAT-STATISTICAL JOURNAL (2016)
Missing chaos in global climate change data interpreting? Stehlík, Milan; Dusek, Jiri; Kiselak, Jozef Article ECOLOGICAL COMPLEXITY (2016)
Mixed Poisson process with Pareto mixing variable and its risk applications Jordanova, Pavlina; Stehlík, Milan Article LITHUANIAN MATHEMATICAL JOURNAL (2016)
On a topological universe of L-bornological spaces Paseka, Jan; Solovyov, Sergejs A.; Stehlík, Milan Article SOFT COMPUTING (2016)
Weak properties and robustness of t-Hill estimators Jordanova, Pavlina; Fabian, Zdenek; Hermann, Philipp; Strelec, Lubos; Rivera, Andrés; Girard, Stéphane; Torres, Sebastián; Stehlík, Milan Article EXTREMES (2016)
Weak properties and robustness of t-Hill estimators Jordanova, P; Fabián Z.; Hermann P.; St?elec, L.; Rivera A.; Girard, S.; Torres, S.; Stehlík M. Article ISI SCOPUS EXTREMES (2016)
Entropy based statistical inference for methane emissions released from wetland Sabolova R., Seckarova V.; Dusek,J.; Stehlík, M. Article CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2015)
Fractal and stochastic geometry inference for breast cancer=> a case study with random fractal models and Quermass-interaction process Hermann, Philipp; Mrkvicka, Tomas; Mattfeldt, Torsten; Minarova, Maria; Helisova, Katerina; Nicolis, Orietta; Wartner, Fabian; Stehlík, Milan Article STATISTICS IN MEDICINE (2015)
Lattice-valued bornological systems Paseka, Jan; Solovyov, Sergejs A.; Stehlík, Milan Article FUZZY SETS AND SYSTEMS (2015)
Likelihood Testing With Censored and Missing Duration Data Balakrishnan, Narayanaswamy; Stehlík, Milan Article JOURNAL OF STATISTICAL THEORY AND PRACTICE (2015)
On small samples testing for frailty through homogeneity test Economou P., Stehlík M. Article COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (2015)
Optimal designs for parameters of shifted Ornstein-Uhlenbeck sheets measured on monotonic sets Baran, Sandor; Stehlík, Milan Article STATISTICS AND PROBABILITY LETTERS (2015)
Optimal Designs For The Methane Flux In Troposphere Baran, Sandor; Sikolya, Kinga; Stehlík, Milan Article CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2015)
Robust integral compounding criteria between trend and correlation structures Stehlík, M.; López-Fidalgo,J.; Casero-Alonso, V.; Bukina, E. Article STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2015)
Kullback-Leibler life time testing Stehlík, Milan; Economou, Polychronis; Kiselák, Jozef; Richter, Wolf-Dieter Article Applied Mathematics and Computation (2014)
ON SUMS OF CLAIMS AND THEIR APPLICATIONS IN ANALYSIS OF PENSION FUNDS AND INSURANCE PRODUCTS Potocky, Rastislav; Waldl, Helmut; Stehlik, Milan Article ISI PRAGUE ECONOMIC PAPERS (2014)
On the category of lattice-valued bornological vector spaces Paseka, Jan; Solovyov, Sergejs; Stehlík, Milan Article Journal of Mathematical Analysis and Applications (2014)
Robust integral compounding criteria between trend and correlation structures Stehlík, Milan; López-Fidalgo, Jesús; Casero–Alonso, Víctor; Bukina, Elena Article Stochastic Environmental Research and Risk Assessment (2014)
Editorial to special issue V WCDANM 2018 Stehlik, Milan; Grilo L.M.; Jordanova P.K. Article WOS JOURNAL OF APPLIED STATISTICS


On Ignorance Regions and Spatial Aspects for South American sea lion (Otaria byronia) Operational Interaction with the Artisan Gillnet Fishery in Chile StehlÃk M.; Maidana J.P.; Villarroel C.N.; SepÃºlveda M.; Oliva D. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
P-Thinned Gamma Process and Corresponding Random Walk Jordanova P.; StehlÃk M. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
Compound Negative Binomial Distribution with Negative Multinomial Summands Jordanova, PK; Petkova, MP; Stehlik, M ConferencePaper ISI SCOPUS FIRST LATIN AMERICAN SYMPOSIUM ON HIGH ENERGY PHYSICS AND VII MEXICAN SCHOOL OF PARTICLES AND FIELDS (2016)
Understanding Water Extremes with Caution Stehlik, M; Stehlikova, S; Torres, S ConferencePaper ISI SCOPUS FIRST LATIN AMERICAN SYMPOSIUM ON HIGH ENERGY PHYSICS AND VII MEXICAN SCHOOL OF PARTICLES AND FIELDS (2016)


Discussion on the paper by Allin and Hand Smith, PA; Self, A; Michaelson, J; Spence, A; Haskel, J; Murtagh, F; Nason, G; Caan, W; Goldstein, H; King, T; Cocchi, D; Dorling, D; Summa, MG; Le Roux, B; Hall, JF; Herzberg, AM; Liu, H; Longford, NT; Mateu, J; Rondinella, T; Ruggeri, K; Stehlik, M; Strelec, L; VanderWeele, TJ; Yu, KM; Tian, MX; Zini, A; Lara, L; Porcu, E EditorialMaterial ISI JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY (2017)


Letter to the editor Stehlík M.; Hermann P. Letter ISI SCOPUS Annals of Applied Statistics (2015)


Statistical and mathematical modelling as a knowledge bridge between Society and Ecology Sustainability FONDECYT (1151441) Proyecto 2015-2019 Inv. Principal
Statistical and mathematical modelling as a knowledge bridge between Society and Ecology Sustainability Conicyt (1151441) Proyecto 2015-2019 Inv. Principal
Algebraic, fuzzy and logical aspects of statistical learning for cancer risk assessment Aktion (Aktion Project 67p5 (Austria-Czech Republic)) Proyecto 2014-2014 Inv. Principal
Desire ANR/FWF (Desire FWF I 833-N18) Proyecto 2012-2015 Coinvestigador(a)
Optimal designs for OU sheets WTZ Austria (HU 11/2012) Proyecto 2012-2014 Inv. Principal
Testing and Modelling of cancer Aktion Czech Republic-Austria (Aktion Project 63p22) Proyecto 2012-2012 Inv. Principal
Thermal modelling of cancer WTZ (India-Austria) (WTZ Project No. IN 11/2011) Proyecto 2011-2013 Inv. Principal
Exact testing and estimation for mixtures with applicationsin finance, insurance and reliability Aktion (Austria-Czech Republic) (Aktion 59p2) Proyecto 2010-2010 Inv. Principal
Sequential Design of Experiments for Random Fields Project Amadee 2010-11 (Austria-France) (FR 11/2010) Proyecto 2010-2011 Investigador(a)
Testing and modelling of cancer Aktion (Austria-Czech Republic) (Aktion Project 67p5) Proyecto 2010-2011 Inv. Principal
Effective estimation supporting the risk assessment for Basel II Aktion (Austria-Czech Republic) (Project 54p13) Proyecto 2009-2010 Inv. Principal
Robust testing for the normality and its applications for the economy, sports and Basel II Aktion (Austria-Czech Republic) (Project 54p21) Proyecto 2009-2010 Inv. Principal
Spatial mapping of ticksand tick-borne infectious diseases of the region of South Bohemia and Upper Austria Aktion (Austria-Czech Republic) (Project 53p19) Proyecto 2009-2009 Inv. Principal
E®ective estimation supporting the risk assessment for Basel II Aktion (Austria-Czech Republic) (Project 50p14) Proyecto 2008-2008 Inv. Principal
Robust testing for the normality and its applications for the economy, sports and Basel II Aktion (Austria-Czech Republic) (Project 51p7) Proyecto 2008-2009 Inv. Principal
Risk assessment and audit under Basel II ASO Project (Nr. SK-0607-BA-018) Proyecto 2007-2007 Inv. Principal
Optimal Design for correlated processes with parametrized covariance functions WTZ Project (Austria-Slovak republic) (SK-AT-012-06) Proyecto 2006-2006 Inv. Responsable
Algorithms for computing experimental designs for uncontrolled independent variables Acciones Integradas (Austria-Spain) (HU 2003–0026) Proyecto 2004-2005 Investigador(a)
Optimal Designs for Modified Exponential Models with Correlated Observations Acciones Integradas (Nr. ES 18/2008 (Spain-Austria)) Proyecto 2004-2005 Inv. Principal
Optimal design for correlated Processes and its role for Spatial Statistics FWF Project (P-16809-N12) Proyecto 2003-2005 Postdoctorado
Nonstandard Methods of the Statistical Inference GACR VEGA Czech Republic-Slovak republic (1) Proyecto 2001-2001 Investigador(a)