doc. Mgr. David Kraus, Ph.D.

Curriculum vitae

Department, faculty, university

• Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno

Current position

• Associate Professor of Statistics

Education and academic qualifications

• 2008: Ph.D., Statistics, Charles University in Prague
• 2003: M.Sc., Statistics, Charles University in Prague

Professional experience

• Since 2022: Masaryk University Brno, Department of Mathematics and Statistics, Associate Professor of Statistics
• 2016–2022: Masaryk University Brno, Department of Mathematics and Statistics, Assistant Professor of Statistics
• 2013–2015: University of Bern, Institute of Social and Preventive Medicine, Statistician
• 2012–2013: University Hospital Lausanne, Institute of Social and Preventive Medicine, Statistician
• 2008–2012: Swiss Federal Institute of Technology in Lausanne (Ecole Polytechnique Fédérale de Lausanne, EPFL), Institute of Mathematics, Chair of Mathematical Statistics, Postdoctoral Researcher
• 2005–2008: Institute of Information Theory and Automation, Prague, Research Assistant
• 2004–2008: Charles University in Prague, Department of Statistics, Research Assistant, Teaching Assistant

Research

• Most of my research work is connected with the broad topic of statistical inference with stochastic processes: data are represented as stochastic processes, models and methods of their analysis are motivated by, developed through or justified by theories and techniques for stochastic processes. In particular, my interests include functional data analysis, survival and event history analysis, point processes, inverse problems, non- and semi-parametric procedures, quantile methods, goodness-of-fit inference, robust analysis, applications in the natural sciences.

Major publications

• CRAMER, EY, EL RAY, VK LOPEZ, J. BRACHER, A. BRENNEN, AJC RIVADENEIRA, A. GERDING, T. GNEITING, KH HOUSE, YX HUANG, D. JAYAWARDENA, AH KANJI, A. KHANDELWAL, K. LE, A. MUHLEMANN, J. NIEMI, A. SHAH, A. STARK, YJ WANG, N. WATTANACHIT, MW ZORN, Gu YY, S. JAIN, N. BANNUR, A. DEVA, M. KULKARNI, S. MERUGU, A. RAVAL, S. SHINGI, A. TIWARI, J. WHITE, NF ABERNETHY, S. WOODY, M. DAHAN, S. FOX, K. GAITHER, M. LACHMANN, LA MEYERS, JG SCOTT, M. TEC, A. SRIVASTAVA, GE GEORGE, JC CEGAN, ID DETTWILLER, WP ENGLAND, MW FARTHING, RH HUNTER, B. LAFFERTY, I. LINKOV, ML MAYO, MD PARNO, MA ROWLAND, BD TRUMP, Y. ZHANG-JAMES, S. CHEN, SV FARAONE, J. HESS, CP MORLEY, A. SALEKIN, DL WANG, SM CORSETTI, TM BAER, MC EISENBERG, K. FALB, YT HUANG, Martin ET, E. MCCAULEY, RL MYERS, T. SCHWARZ, D. SHELDON, GC GIBSON, R. YU, LY GAO, Y. MA, DX WU, XF YAN, XY JIN, YX WANG, YQ CHEN, LH GUO, YT ZHAO, QQ GU, JH CHEN, LX WANG, P. XU, WT ZHANG, DF ZOU, H. BIEGEL, J. LEGA, S. MCCONNELL, VP NAGRAJ, SL GUERTIN, C. HULME-LOWE, SD TURNER, YF SHI, XG BAN, R. WALRAVEN, QJ HONG, S. KONG, A. VAN DE WALLE, JA TURTLE, M. BEN-NUN, S. RILEY, P. RILEY, U. KOYLUOGLU, D. DESROCHES, P. FORLI, B. HAMORY, C. KYRIAKIDES, H. LEIS, J. MILLIKEN, M. MOLONEY, J. MORGAN, N. NIRGUDKAR, G. OZCAN, N. PIWONKA, M. RAVI, C. SCHRADER, E. SHAKHNOVICH, D. SIEGEL, R. SPATZ, C. STIEFELING, B. WILKINSON, A. WONG, S. CAVANY, G. ESPANA, S. MOORE, R. OIDTMAN, A. PERKINS, David KRAUS, Andrea KRAUS, ZF GAO, J. BIAN, W. CAO, JL FERRES, CZ LI, TY LIU, X. XIE, S. ZHANG, S. ZHENG, A. VESPIGNANI, M. CHINAZZI, JT DAVIS, K. MU, APY PIONTTI, XY XIONG, A. ZHENG, J. BAEK, V. FARIAS, A. GEORGESCU, R. LEVI, D. SINHA, J. WILDE, G. PERAKIS, MA BENNOUNA, D. NZE-NDONG, D. SINGHVI, I. SPANTIDAKIS, L. THAYAPARAN, A. TSIOURVAS, A. SARKER, A. JADBABAIE, D. SHAH, N. DELLA PENNA, LA CELI, S. SUNDAR, R. WOLFINGER, D. OSTHUS, L. CASTRO, G. FAIRCHILD, I. MICHAUD, D. KARLEN, M. KINSEY, LC MULLANY, K. RAINWATER-LOVETT, L. SHIN, K. TALLAKSEN, S. WILSON, EC LEE, J. DENT, KH GRANTZ, AL HILL, J. KAMINSKY, K. KAMINSKY, LT KEEGAN, SA LAUER, JC LEMAITRE, J. LESSLER, HR MEREDITH, J. PEREZ-SAEZ, S. SHAH, CP SMITH, SA TRUELOVE, J. WILLS, M. MARSHALL, L. GARDNER, K. NIXON, JC BURANT, L. WANG, L. GAO, Gu ZL, M. KIM, XY LI, GN WANG, YY WANG, S. YU, RC REINER, R. BARBER, E. GAKIDOU, Hay SI, S. LIM, C. MURRAY, D. PIGOTT, HL GURUNG, P. BACCAM, SA STAGE, BT SUCHOSKI, BA PRAKASH, B. ADHIKARI, JM CUI, A. RODRIGUEZ, A. TABASSUM, JJ XIE, P. KESKINOCAK, J. ASPLUND, A. BAXTER, BE ORUC, N. SERBAN, SO ARIK, M. DUSENBERRY, A. EPSHTEYN, E. KANAL, Le LT, CL LI, T. PFISTER, D. SAVA, R. SINHA, T. TSAI, N. YODER, J. YOON, LY ZHANG, S. ABBOTT, NI BOSSE, S. FUNK, J. HELLEWELL, SR MEAKIN, K. SHERRATT, MY ZHOU, R. KALANTARI, TK YAMANA, S. PEI, J. SHAMAN, ML LI, D. BERTSIMAS, OS LAMI, S. SONI, HT BOUARDI, T. AYER, M. ADEE, J. CHHATWAL, OO DALGIC, MA LADD, BP LINAS, P. MUELLER, J. XIAO, YJ WANG, QX WANG, SH XIE, DL ZENG, A. GREEN, J. BIEN, L. BROOKS, AJ HU, M. JAHJA, D. MCDONALD, B. NARASIMHAN, C. POLITSCH, S. RAJANALA, A. RUMACK, N. SIMON, RJ TIBSHIRANI, R. TIBSHIRANI, V. VENTURA, L. WASSERMAN, EB O'DEA, JM DRAKE, R. PAGANO, QT TRAN, LST HO, H. HUYNH, JW WALKER, RB SLAYTON, MA JOHANSSON, M. BIGGERSTAFF a NG REICH. Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States. Proceedings of the National Academy of Sciences of the United States of America. WASHINGTON: National Academy of Sciences, 2022, roč. 119, č. 15, s. "e2113561119", 12 s. ISSN 0027-8424. doi:10.1073/pnas.2113561119. URL info
• ATKINSON, Andrew, Jose M. MIRO, Amanda MOCROFT, Peter REISS, Ole KIRK, Philippe MORLAT, Jade GHOSN, Christoph STEPHAN, Cristina MUSSINI, Anastasia ANTONIADOU, Katja DOERHOLT, Enrico GIRARDI, Stéphane DE WIT, David KRAUS, Marcel ZWAHLEN a Hansjakob FURRER. No need for secondary Pneumocystis jirovecii pneumonia prophylaxis in adult people living with HIV from Europe on ART with suppressed viraemia and a CD4 cell count greater than 100 cells/µL. Journal of the International AIDS Society. John Wiley & Sons Ltd, 2021, roč. 24, č. 6, s. "e25726", 8 s. ISSN 1758-2652. doi:10.1002/jia2.25726. URL info
• KRAUS, David a Marco STEFANUCCI. Ridge reconstruction of partially observed functional data is asymptotically optimal. Statistics and Probability Letters. Amsterdam: Elsevier, 2020, roč. 165, OCT 2020, s. 1-5. ISSN 0167-7152. doi:10.1016/j.spl.2020.108813. URL info
• KRAUS, David a Marco STEFANUCCI. Classification of functional fragments by regularized linear classifiers with domain selection. Biometrika. Oxford: Oxford Univ Press, 2019, roč. 106, č. 1, s. 161-180. ISSN 0006-3444. doi:10.1093/biomet/asy060. Full Text info
• WANDELER, Gilles, Etienne MAURON, Andrew ATKINSON, Jean-François DUFOUR, David KRAUS, Peter REISS, Lars PETERS, François DABIS, Jan FEHR, Enos BERNASCONI, Marc van der VALK, Colette SMIT, Lars K GJÆRDE, Jürgen ROCKSTROH, Didier NEAU, Fabrice BONNET a Andri RAUCH. Incidence of Hepatocellular Carcinoma in HIV/HBV-coinfected Patients on Tenofovir therapy: Relevance for Screening Strategies. Journal of Hepatology. Amsterdam: ELSEVIER SCIENCE BV, 2019, roč. 71, č. 2, s. 274-280. ISSN 0168-8278. doi:10.1016/j.jhep.2019.03.032. Full Text info
• KRAUS, David. Inferential procedures for partially observed functional data. Journal of Multivariate Analysis. San Diego: Elsevier, 2019, roč. 173, September, s. 583-603. ISSN 0047-259X. doi:10.1016/j.jmva.2019.05.002. Full Text info
• GEBRESELASSIE, H.M., David KRAUS, C.A. FUX, S. HAUBITZ, A. SCHERRER, C. HATZ, O. VEIT, M. STOECKLE, J. FEHR, S. DE LUCIA, M. CAVASSINI, E. BERNASCONI, P. SCHMID, H. FURRER a C. STAEHELIN. Ethnicity predicts viral rebound after travel to the tropics in HIV-infected travelers to the tropics in the Swiss HIV Cohort Study. HIV MEDICINE. HOBOKEN, USA: WILEY, 2017, roč. 18, č. 8, s. 564-572. ISSN 1464-2662. doi:10.1111/hiv.12491. info
• WANDELER, G, David KRAUS, J FEHR, A CONEN, A CALMY, C ORASCH, M BATTEGAY, P SCHMID, E BERNASCONI a H FURRER. The J-Curve in HIV: Low and Moderate Alcohol Intake Predicts Mortality but Not the Occurrence of Major Cardiovascular Events. JAIDS: Journal of Acquired Immune Deficiency Syndromes. PHILADELPHIA: LIPPINCOTT WILLIAMS & WILKINS, 2016, roč. 71, č. 3, s. 302-309. ISSN 1525-4135. doi:10.1097/QAI.0000000000000864. URL info
• KRAUS, David. Components and completion of partially observed functional data. Journal of the Royal Statistical Society: Series B (Statistical Methodology). London: Blackwell Publishing., 2015, roč. 77, č. 4, s. 777-801. ISSN 1369-7412. doi:10.1111/rssb.12087. URL info
• KRAUS, David a Victor M. PANARETOS. Dispersion operators and resistant second-order functional data analysis. Biometrika. Oxford: Oxford Univ Press, 2012, roč. 99, č. 4, s. 813-832. ISSN 0006-3444. doi:10.1093/biomet/ass037. info
• PANARETOS, Victor M., David KRAUS a John H. MADDOCKS. Second-Order Comparison of Gaussian Random Functions and the Geometry of DNA Minicircles. Journal of the American Statistical Association. Alexandria: Amer Statistical Assoc, 2010, roč. 105, č. 490, s. 670-682. ISSN 0162-1459. doi:10.1198/jasa.2010.tm09239. info
• KRAUS, David. Adaptive Neyman's smooth tests of homogeneity of two samples of survival data. Journal of Statistical Planning and Inference. Amsterdam: Elsevier Science BV, 2009, roč. 139, č. 10, s. 3559-3569. ISSN 0378-3758. doi:10.1016/j.jspi.2009.04.009. info
• KRAUS, David. Checking proportional rates in the two-sample transformation model. Kybernetika. Praha: Academia, 2009, roč. 45, č. 2, s. 261-278. ISSN 0023-5954. info
• KRAUS, David. Identifying nonproportional covariates in the Cox model. Communications in Statistics - Theory and Methods. Philadelphia: Marcel Dekker, 2008, roč. 37, č. 4, s. 617-625. ISSN 0361-0926. doi:10.1080/03610920701669744. info
• KRAUS, David. Data-driven smooth tests of the proportional hazards assumption. Lifetime Data Analysis. Dordrecht: Springer, 2007, roč. 13, č. 1, s. 1-16. ISSN 1380-7870. doi:10.1007/s10985-006-9027-8. info
• KRAUS, David. Goodness-of-fit inference for the Cox-Aalen additive-multiplicative regression model. Statistics & Probability Letters. Amsterdam: Elsevier Science BV, 2004, roč. 70, č. 4, s. 285-298. ISSN 0167-7152. doi:10.1016/j.spl.2004.10.014. info

2022/05/28