Research/CV
Research interests
Probability theory and applications, Extreme Value Theory, Stochastic modeling Publications in refereed journals- Basrak Bojan; Darko Brborović: Permutation test of tail dependence, Statistical Methods & Applications (2023).
- Basrak, Bojan; Milinčević, Nikolina; Žugec, Petra: On Extremes of Random Clusters and Marked Renewal Cluster Processes. Journal of applied probability (2022).
- Basrak, Bojan; Kevei, Peter (2022) Limit theorems for branching processes with immigration in a random environment. Extremes, doi:10.1007/s10687-022-00443-9
- Basrak, Bojan; Michael Conroy, Mariana Olvera-Cravioto and Zbigniew Palmowski (2022) Importance sampling for maxima on trees. Stochastic Processes and their Applications (0304-4149) 148 (2022); 139-179
- Basrak, Bojan; Yeonok, Cho; Johannes Heiny and Paul Jung (2021) Extreme eigenvalue statistics of m-dependent heavy-tailed matrices. Annales de l'Institut Henri Poincare, Probability and Statistics, Vol. 57, No. 4, 2100–2127
- Barczy, Matyas; Basrak, Bojan; Kevei, Peter; Planinić, Hrvoje and Gyula Pap (2021) Statistical inference of subcritical strongly stationary Galton–Watson processes with regularly varying immigration Stochastic Processes and their Applications, Volume 132, February 2021, Pages 33-75
- Basrak, B; Planinić, H. (2021) Compound Poisson approximation for regularly varying fields with application to sequence alignment. Bernoulli 27(2), 1371–1408
- Basrak, Bojan; Hrvoje Planinić (2019) A note on vague convergence of measures, Statistics and Probability Letters. Statistics & probability letters, 153 (2019), 180-186
- Basrak, B., Wintenberger, O., Žugec, P. (2019). On the total claim amount for marked Poisson cluster models. Advances in Applied Probability 51, Issue 2, 541-569.
- Basrak, Bojan; Hrvoje Planinić; Soulier Philippe. An invariance principle for sums and record times of regularly varying stationary sequences. Probab. Theory Related Fields,(2018), 172(3-4):869–914
- Basrak, Bojan; Azra Tafro. A complete convergence theorem for stationary regularly varying multivariate time series. Extremes (2016), Vol 19, Issue 3, 549-560
- Basrak, Bojan; Drago Spoljarić. On randomly spaced observations and continuous time random walks. Journal of applied probability. 53, Issue 3, (2016)
- Basrak, Bojan; Limits of renewal processes and Pitman-Yor distribution, Electronic Communications in Probability. Vol 20, (2015), 1-13
- Basrak, Bojan; Drago Spoljarić. Extremes of random variables observed in renewal times, Statistics and Probability Letters, 97 (2015); 216-221
- Basrak, Bojan; Danijel Krizmanic. A Multivariate Functional Limit Theorem in Weak M_1 Topology. Journal of Theoretical Probability. 28 (2015) , 1; 119-136
- Basrak, Bojan; Tafro, Azra. Extremes of moving averages and moving maxima on a regular lattice. Probability and Mathematical Statistics. 34 (2014), 1; 61-79
- Basrak, Bojan; Danijel Krizmanic. A limit theorem for moving averages in the $\alpha$--stable domain of attraction. Stochastic Processes and their Applications. 124 (2014), 2; 1070-1083
- Basrak, Bojan; Rafal Kulik; Zbigniew Palmowski. Heavy tailed branching process with immigration. Stochastic Models, 29 (2013), 4; 413-434.
- Basrak, Bojan; Danijel Krizmanic; Segers Johan. A functional limit theorem for partial sums of dependent random variables with infinite variance. Annals of Probability. 40 (2012) , 5; 2008-2033
- Basrak, Bojan. Limit theorems for the inductive mean on metric trees. Journal of applied probability. 47 (2010) , 4; 1136-1149
- Basrak, Bojan; Segers, Johan. Regularly varying multivariate time series. Stochastic processes and their applications. 119 (2009) , 4; 1055-1080
- Goldstein, Pavle; Zucko, Jurica; Vujaklija, Dusica; Krisko, Anita; Hranueli, Daslav; Long, F Paul; Etchebest, Catherine; Basrak, Bojan; Cullum, John. Clustering of protein domains for functional and evolutionary studies. BMC Bioinformatics. 10 (2009) ; 335-1-335-11
- Hranueli, Daslav; Cullum, John; Basrak, Bojan; Goldstein, Pavle; Long, F. Paul. Plasticity of the Streptomyces genome - evolution and engineering of new antibiotics. Current medicinal chemistry. 12 (2005) , 14; 1697-1704
- Basrak, Bojan; Klaassen, Chris A. J.; Beekman, Marian; Martin, Nick G.; Boomsma, Dorret I. Copulas in QTL Mapping. Behavior genetics. 34 (2004) , 2; 161-171
- Basrak, Bojan; Davis, Richard A.; Mikosch, Thomas. Regular variation of GARCH processes. Stochastic processes and their applications. 99 (2002) , 1; 95-115
- Basrak, Bojan; Davis, Richard A.; Mikosch, Thomas. A Characterization of Multivariate Regular Variation. Annals of applied probability. 12 (2002) , 3; 908-920
- Basrak, Bojan; Davis, Richard A.; Mikosch, Thomas. The sample ACF of a simple bilinear process. Stochastic Processes and their Applications. 83 (1999) , 1; 1-14
Book chapters and refereed proceedings- Bojan, Basrak; Chris Klaassen. Efficient Estimation in the Semiparametric Normal Regression-Copula Model with a Focus on QTL Mapping. Festschrift for Jon Wellner, IMS Collections (2013)
- Basrak Bojan: Fisher-Tippett theorem. In International Encyclopedia of Statistical Science, Springer, ed. Lovric, M. (Ed.) (2011) 525-526
- Basrak, Bojan; Segers, Johan. Extremal properties of multivariate moving average processes with random coefficients, Bulletin of the International Statistical Institute, Vol 62, (2007), 3570-3573 (Proceedings of the 56th session of the ISI at Lisabon)
PhD thesis- The Sample Autocorrelation Function of Non-Linear Time Series, (2000), Rijksuniversiteit Groningen.
Publications in Croatian (popular)- Lulic,
Ileana; Kovic, Ivor; Basrak, Bojan; Bilic Zulle, Lidija; Petrovecki,
Mladen. Sjede li studenti u predavaonici prema slucajnom rasporedu? - pilot studija Zbornik radova 7. simpozija Hrvatskog društva za
medicinsku informatiku Kern, Josipa ; Hercigonja Szekeres, Mira (ur.).
Zagreb : Medicinska naklada, d.o.o., 2005. 36-39
- Bojan Basrak i Ivana Slamić: Primjena vjerojatnosti u usporedbi DNK nizova, math.e 14, 2009.
- Bojan Basrak i Ivan Varga: Benfordov zakon, math.e 23, 2013.
- Ivana Antoliš i Bojan Basrak: Koliko su veliki veliki djeljitelji? Matematičko-fizički list. 4. 264. 2015-2016.
- Andrijana Brkić i Bojan Basrak: Poissonovi točkovni procesi, Osječki matematički list 16 (2016), 135-147
- Basrak Bojan. Croatian quants day, Casopis GEO, Financijski vodic, Lipanj 2010.
Invited and selected Presentations- Risk, Insurance and Extremes, 2000. Eindhoven A characterization of multivariate regular variation.
- Extremes 2001, Leuven, Multivariate time series with regularly varying tails
- Winterschool Mathematics and Biology, 2001. Wageningen, Probabilistic approach to phylogenetic trees.
- KOI 2004, Trogir, Croatia, 10th International Conference on Operational Research. Linkage analysis in human genetics
- ISI 2007, Lisabon, Extremal properties of moving average processes with random coefficients
- German Open Conference on Probability and Statistics, Karlsruhe, Copulas for the analysis of linkage in human genetics, Mar 2004
- Workshop - High-Dimensional Data Analysis in Economics 2010, Extreme Values and Dependence in Financial Time Series, Faculty of Economics and Business Zagreb and Humboldt-Universitaet zu Berlin
- Stochastic Networks and Related Topics III, Bedlewo, May 2011
- Workshop - Statistical Analysis of Financial Data, Faculty of Economics, Rijeka and Humboldt-Universitaet zu Berlin, October 2011
- Copenhagen, PhD course on Extremes in Time and Space. Extremes and sums of regularly varying observations, May 2013.
- Copenhagen, Workshop on Extremes in Time and Space. On the extremal behavior of random variables observed at renewal times, May 2013.
- Osijek, 18th European Young Statisticians Meeting. On dependent regularly varying observations. Keynote address, August 2013.
- Banff, Recent Advances and Trends in Time Series Analysis: Nonlinear Time Series, April/May 2014
- Stochastic Networks and Related Topics IV, Bedlewo, May 2014: On extremal behavior of random variables observed in renewal times
- Copenhagen University, Workshop Mathematical Foundations of Heavy Tailed Analysis, 22-27 June 2015: An invariance principle for renewal processes and Pitman-Yor distribution
- Fields Institute, Toronto, Workshop on Dependence, Stability, and Extremes, 2-6 May 2016, On tail process and limit theorems
- 3rd ISNPS congress, Avignon, 11-15 June 2016, On records and record times
- Stochastic models V, Bedlewo, September 2016. An invariance principle for sums of stationary sequences
- 3rd Workshop on Probability Theory and its Applications. KIAS, An invariance principle for regularly varying sequences, Korea Institute for Advanced Study, Seoul, December 2016
- Spring School in Risk, Institute for Risk and Uncertainty, University of Liverpool, April 2017. Point Processes - Risk Applications
- AMERISKA meeting, UPMC, Paris, June 2017, On central limit theorem for marked Hawkes processes,
- ISSPSM 2017, Debrecen, August 2017. On stationary regularly varying sequences and arrays
- CMStatistics 2017, London, December 2017. On records of stationary heavy tailed sequences
- BIRS-CMO Workshop / Self-similarity, Long-range dependence. and Extremes, Oaxaca - On Poisson approximation for local sequence alignments, 19.6.2018.
- Korean–Croatian Summer Probability Camp, Dubrovnik, June 2019, On Convergence of Point Processes - two lectures
- The international seminar on modelling heavy tailed phenomena and its applications, Shanghai, October 2019, On subcritical branching processes with regularly varying immigration
- Workshop Heavy tails, Eurandom – Eindhoven, 2019, On the power law tails in branching models
- CMStatistics 2019 London, December 2019, Asymptotic analysis of subcritical branching processes with immigration
- Discussion Meeting on Stochastic Analysis, Geometry, and Random Fields, ISI Bangalore, January 2020, On the regularly varying tails in branching models
- Heavy Tails, Long-Range Dependence, and Beyond, Queues lourdes, dépendance de long terme et au-delà, Luminy, 4 - 8 July, 2022, Extremal behavior of stationary point processes with scores
- Limit Theorems for Slowly Mixing Systems, ICMS, Bayes Centre, Edinburgh, 06 - 10 June 2022, Tail process and related limit theorems
- Extremes in random point configurations, Extreme Value Analysis, Milano, 27 June 2023
- Regular variation for general stochastic models Bojan Basrak, University of Zagreb, SMC 2024, Graz University of Technology, February 2024
- Regular variation for general random elements, 4th Italian Meeting on Probability and Mathematical Statistics, Rome, June 2024
- Regular variation for general random elements - Mathematics, Statistics, and Geometry of Extreme Events in High Dimensions — MFO, Oberwolfach, August 2024
Invited Talks- Amsterdam, Vrije Universiteit, Semiparametric and nonparametric methods of QTL mapping, Sep 2002.
- Aarhus, Aarhus University, Statistics and Probability in Reconstruction of Phylogenetic Trees, May 2002.
- Copenhagen, University of Copenhagen, On multivariate heavy tailed time series, Jun 2008.
- Delft, Delft University of Technology, On Multivariate Regular Variation and Sequences od Dependent Random Variables, Oct 2002.
- Duesseldorf, Heinrich-Heine-University Duesseldorf, On probabilistic analysis of tree reconstruction algorithms, Nov 2002.
- Tilburg, Tilburg University, On the tail behavior of nearly additive Markov chains, Feb 2006.
- Tilburg, CentER, Tilburg University, A functional limit theorem for partial sums of dependent random variables with infinite variance, Apr 2010,
- Ljubljana, University of Ljubljana, On Markovian Time Series Models with Heavy Tails, Dec 2006,
- Ljubljana, University of Ljubljana, On dependence structure of multivariate heavy tailed time series, Feb 2008.
- Zagreb, Institut Rudjer Boskovic, Analiza povezanosti u humanoj genetici, Apr 2004.
- Zurich, ETH, Copulas for the analysis of linkage in human genetics, Mar 2004.
- Louvain-la-Neuve, Universite catholique de Louvain, Asymptotic behavior of sample mean on trees, Apr 2009.
- Berlin, Humboldt-Universitat zu Berlin - Weierstrass Institute, On regularly varying time series, Oct 2010.
- Ljubljana, University of Ljubljana, On heavy tailed time series and their sums - Functional limit theorems, 2014.
- Torun, Nicolaus Copernicus University, A limit theorem for renewal processes, Apr 2015.
- Ottawa, University of Ottawa, An invariance principle for renewal processes and Pitman-Yor distribution, June 2015
- Universite Paris Ouest Nanterre La Defense, On randomly spaced observations and Pitman-Yor distribution, September 2015.
- University of Manchester, Tail process and extremes of heavy tailed sequences, March 2016.
- University of Liverpool, Tail process and extremes of heavy tailed sequences, March 2016.
- Paris VI, UPMC, On tail process and its role in limit theorems, March 2016.
- University of Illinois, Urbana-Champaign, On tail process, April 2016
- Korea Advanced Institute of Science and Technology, An invariance principle for sums and record times of stationary sequences, Daejeon, December 2016
- Sorbonne University, Paris, Poisson approximation for random arrays in general metric spaces, February 2018.
- Université Paris Nanterre, On compound Poisson approximation for random arrays with applications, February 2018.
- TU Dresden, On convergence of point processes, 25 April 2019
- Université Paris Nanterre, Extremal behavior of stationary marked point processes, Séminaire MODAL’X 13 October 2022
- Université de Lausanne, Extremal behavior of stationary marked point processes, 14 December 2022
- Colorado University Boulder: On stationary branching models and random walks in random environment, Probability Seminar, April 2023.
- Colorado State University, Extremes in random point configurations, April 2023
- One World Extremes Seminar, Extremes in stochastic geometry, May 2023
- University of Cincinnati, Extremes in random point configurations, September 2023
before 2000 or at local universities: Groningen, Rotterdam, Muenchen, Eindhoven, Osijek, Zagreb, Varazdin, Rijeka, Split Editorial work- Glasnik matematički (associate editor, currently)
- Stochastic models (associate editor, currently)
Refereeing for journals- Bernoulli
Journal, the Australian and New Zealand Journal of Statistics, Lithuanian Mathematical Journal, Journal of the Korean Mathematical Society, Journal
of the Royal Statistical Society: Series B, Journal of Multivariate
Analysis, Annals of Applied Probability, Statistics, Statistica Sinica,
Statistical Science, Stochastic processes and their applications,
Stochastic models, Journal of the American Statistical Association, Probability Theory and Related Fields, Communications in Mathematical Physics, Computational Statistics and Data Analysis, Annals of Probability, Annales de l'Institut Henri Poincaré, Probability and Statistics, Extremes
PhD studentsDanijel Krizmanić (2010), Azra Tafro (2014), Ivo Ugrina (2014, coadvisor), Drago Špoljarić (2014, coadvisor), Hrvoje Planinić (2019), Petra Žugec (2019), Marina Dajaković (2022), Darko Brborović (2022), Nikolina Milinčević (2023). present: Daniela Ivanković PhD committee membership (international) Univerza v Ljubljani, 2006, 2017, 2022, Tilburg University, 2010, Karlsruhe Institute of Technology - KIT, 2020, Graz University of Technology 2023.
Actuarial specialist program thesis advisor: Gordana Jakšetić (2009), Bernardica Peranec (2010), Branka Skelin (2010), Katarina Stanić (2011), Davor Borojević (2013), Daniela Šipalo (2014), Marijana Vižintin (2016), Ivan Petrunić (2020).
Master students (in a random order): Vesna
Gotovac, Vančo Balen, Stojan Štironja, Vedran Horvatić, Tatjana
Pejčinović, Iva Opašić, Milena Vulević, Ivana Vidaković, Mirjana Jukić,
Berislav Šega, Josip Kljaković Gašpić, Marija Šelimber, Tanja Galušić,
Mislav Mišković, Julijana Njegovec, Bernarica Peranec, Jadranka Korn,
Ivana Vučko, Ivana Pežak, Borna Novak, Anton Golub, Marija Galić, Mirna
Krmpotić, Ivana Slamić, Anita Slivar, Sandra Lovrinčević, Azra Tafro, Željka Bartolić, Marina Rimac, Ana Peručić, Željka Seničić, Jadranko
Filipčić, Ivana Brguljan, Josipa Akalović, Srdjan Mijić, Aleksandar Šujica, Ivana Čulina, Valentina Filipović, Davor Kunovac, Stipe Luetić,
Karlo Brguljan, Vedrana Jerčić, Marko Baržić, Tea Bašković, Kruno Komugović, Marka Todorović, Ervin Duraković, Valerija Horvat, Ivan Varga, Mia Primorac, Martina Pehar, Boris Krajinović, Marin Drlje, Doris Zelić, Arijan Lisičar, Marija Prša, Vanja Jović, Živa Mitar (Ljubljana), Ana Bevanda, Ivo Božić, Miko Martinić, Ivana Antoliš, Ognjen Stipetić, Vedrana Vazdar, Elio Bartoš, Andrijana Brkić, Bernard Blagajčević, Andrija Čutura, Bruno Hrastić, Ante Šterc, Lara Čigir, Stipe Jurčević, Barbara Banić, Gabrijel Tomorad, Florijan Iljazović (suvoditelj s dr.sc. D. Špoljarićem), Matea Oremović, Tessa Bauman, Nikola Pavlinić (suvoditelj s dr.sc. D. Špoljarićem), Daniela Ivanković, Nikola Jalšenjak, Jakov Šikić, Marko Jukić, Luka Jurić, Damir Ćuk, Gabrijel Turčić, Jan Pristovnik (Ljubljana, suvoditelj s prof. dr.sc. Lj.Todorovskim), Krunoslav Ivanović
Organizer of Croatian Quants Day, Workshop on Quantitative Methods for Insurance and Finance, Zagreb in 2008,2009,2010,2011,2012,2014. Invited session organizer; The biennial international conference of the International Society for Business and Industrial Statistics, Portoroz, Slovenija, 2010. Member of the organizing committee: 1st and 2nd Korean Croatian Summer Probability Camp 2017, 2019. Member of the organizing committee, 6th Croatian Mathematical Congress, 2016. Member of the programme committee, Croatian Actuarial Conference, 2016-2020. Member and ex treasurer and vice-president of Croatian Society for Theoretical and Mathematical Biology. Member of IMS and Bernoulli society.
Working experience- 1995-1999 University of Groningen, research assistant.
- 2000-2003 EURANDOM institute, Eindhoven, postdoc researcher
- 2003-present Mathematics Department, Zagreb, professor (from 2017)
Education- 1989-1994 Undergraduate program in Mathematics, Mathematics Department, University of Zagreb, Croatia.
- 1994-1995 Master Class on Applied Statistics, Mathematical Research Institute in Utrecht, The Netherlands.
- 1995-1999 University of Groningen, PhD program.
- 2000 PhD from Mathematics Department, Groningen University
- 2000-2003 Postdoctoral fellow at EURANDOM institute in Eindhoven
Teaching Experience- PhD course on Extremes in Time and Space (Copenhagen)
- Probability (doctoral program)
- Statistics (undergraduate program Math Dept)
- Introduction to actuarial mathematics
- Markov chains
- Stochastic processes
- Time Series Analysis (Master program)
- Time Series Analysis (doctoral program in Ljubljana)
- Selected Applications of Probability and Statistics
- Finance Lab
- Stochastic processes (Osijek)
- Probabilistic models in applications
- Vector spaces 1
- Vector spaces 2
- Statistics (undergraduate program Biology Dept)
- Actuarial mathematics 2 (specialists program)
- Measure and Integration
- Probability (undergraduate program)
- Mathematical finance (undergraduate program, Osijek)
- Risk Theory
- Introduction to Probability and Statistics
- Financial modelling
- Asymptotic Statistics (doctoral program)
- Mathematical and Statistical methods (doctoral program, Faculty of Geodesy, Zagreb)
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