Publications

Arnošt Komárek

Articles in impacted statistical journals

  1. KOMÁREK, A., HANSEN, B. E., KUIPER, E. M. M., VAN BUUREN, H. R., and LESAFFRE, E. (2010).
    Discriminant analysis using a multivariate linear mixed model with a normal mixture in the random effects distribution.
    Statistics in Medicine, 29(30), 3267-3283, doi: 10.1002/sim.3849.
    Abstract   Journal  

  2. KOMÁREK, A. (2009).
    A new R package for Bayesian estimation of multivariate normal mixtures allowing for selection of the number of components and interval-censored data.
    Computational Statistics and Data Analysis, 53(12), 3932-3947, doi: 10.1016/j.csda.2009.05.006.
    Abstract   Full PDF   Journal  

  3. KOMÁREK, A. and LESAFFRE, E. (2009).
    The regression analysis of correlated interval-censored data: Illustration using accelerated failure time models with flexible distributional assumptions.
    Statistical Modelling, 9(4), 299-319, doi: 10.1177/1471082X0900900403.
    Abstract   Journal  

  4. KOMÁREK, A. and LESAFFRE, E. (2008).
    Generalized linear mixed model with a penalized Gaussian mixture as a random-effects distribution.
    Computational Statistics and Data Analysis, 52(7), 3441-3458, doi: 10.1016/j.csda.2007.10.024.
    Abstract   Full PDF   Journal  

  5. KOMÁREK, A. and LESAFFRE, E. (2008).
    Bayesian accelerated failure time model with multivariate doubly-interval-censored data and flexible distributional assumptions.
    Journal of the American Statistical Association, 103(482), 523-533, doi: 10.1198/016214507000000563.
    Abstract   Full PDF   Supplement to the paper (PDF)  Journal  

  6. KOMÁREK, A., LESAFFRE, E., and LEGRAND, C. (2007).
    Baseline and treatment effect heterogeneity for survival times between centers using a random effects accelerated failure time model with flexible error distribution.
    Statistics in Medicine, 26(30), 5457-5472, doi: 10.1002/sim.3083.
    Abstract   Full PDF   Journal  

  7. KOMÁREK, A. and LESAFFRE, E. (2007).
    Bayesian accelerated failure time model for correlated censored data with a normal mixture as an error distribution.
    Statistica Sinica, 17(2), 549-569.
    Abstract   Full PDF   Journal  

  8. KOMÁREK, A. and LESAFFRE, E. (2006).
    Bayesian semiparametric accelerated failure time model for paired doubly-interval-censored data.
    Statistical Modelling, 6(1), 3-22, doi: 10.1191/1471082X06st107oa.
    Abstract   Journal  

  9. LESAFFRE, E., KOMÁREK, A., and DECLERCK, D. (2005).
    An overview of methods for interval-censored data with an emphasis on applications in dentistry.
    Statistical Methods in Medical Research, 14(6), 539-552, doi: 10.1191/0962280205sm417oa.
    Abstract   Journal  

  10. KOMÁREK, A., LESAFFRE, E., and HILTON, J. F. (2005).
    Accelerated failure time model for arbitrarily censored data with smoothed error distribution.
    Journal of Computational and Graphical Statistics, 14(3), 726-745, doi: 10.1198/106186005X63734.
    Abstract   Journal  

  11. KOMÁREK, A., LESAFFRE, E., HÄRKÄNEN, T., DECLERCK, D., and VIRTANEN, J. I. (2005).
    A Bayesian analysis of multivariate doubly-interval-censored data.
    Biostatistics, 6(1), 145-155, doi: 10.1093/biostatistics/kxh023.
    Abstract   Full PDF   Journal  

Articles in other impacted journals

  1. NOVÁK, M., ZEMANOVÁ, L., VOLDŘICHOVÁ, P., ŠTĚPÁNOVÁ, M., ADAMOVÁ, M., PACHEROVÁ, P., KOMÁREK, A., KRACHLER, M., PRECHOVÁ, E. (2011).
    Experimental evidence of mobility/immobility of metals in peat.
    Environmental Science & Technology, 45(17), 7180-7187, doi: 10.1021/es201086v.
    Abstract   Journal  

  2. UHRÍKOVÁ, Z., ŠPRDLÍK, O., HOSKOVCOVÁ, M., KOMÁREK, A., ULMANOVÁ, O., HLAVÁČ, V., NUGENT, C. D., and RŮŽIČKA, E. (2011).
    Validation of a new tool for automatic assessment of tremor frequency from video recordings.
    Journal of Neuroscience Methods, 198(1), 110-113, doi: 10.1016/j.jneumeth.2011.02.033.
    Abstract   Journal  

  3. NOVÁK, M., ZEMANOVÁ, L., BUZEK, F., JAČKOVÁ, I., ADAMOVÁ, M., KOMÁREK, A., VILE, M. A., WIEDER, R. K., and ŠTĚPÁNOVÁ, M. (2010).
    The effect of a reciprocal peat transplant between two contrasting Central European sites on C cycling.
    Biogeosciences, 7(3), 921-932, doi: 10.5194/bg-7-921-2010.
    Abstract   Journal  

  4. ALSAADI, G., QUIRYNEN, M., MICHILES, K., TEUGHELS, W., KOMÁREK, A., and VAN STEENBERGHE D. (2008).
    Impact of local and systemic factors on the incidence of failures up to abutment connection with modified surface oral implants.
    Journal of Clinical Periodontology, 35(1), 51-57, doi: 10.1111/j.1600-051X.2007.01165.x.
    Abstract   Journal  

  5. ALSAADI, G., QUIRYNEN, M., KOMÁREK, A., and VAN STEENBERGHE D. (2008).
    Impact of local and systemic factors on the incidence of late oral implant loss.
    Clinical Oral Implants Research, 19(7), 670-676, doi: 10.1111/j.1600-0501.2008.01534.x.
    Abstract   Journal  

  6. DE WIT, L., PUTMAN, K., BAERT, I., LINCOLN, N., ANGST, F., BEYENS, H., BOGAERTS, K., BRINKMANN, N., CONNELL, L., DEJAEGER, E., DE WEERDT, W., JENNI, W., KASKE, C., KOMÁREK, A., LESAFFRE, E., LEYS, M., LOUCKX, F., SCHUBACK, B., SCHUPP, W., SMITH, B., and FEYS, H. (2008).
    Anxiety and depression in the first six months after stroke. A longitudinal multicentre study.
    Disability and Rehabilitation, 30(24), 1858-1866, doi: 10.1080/09638280701708736.
    Abstract   Journal  

  7. ALSAADI, G., QUIRYNEN, M., KOMÁREK, A., and VAN STEENBERGHE D. (2007).
    Impact of local and systemic factors on the incidence of oral implant failures, up to abutment connection.
    Journal of Clinical Periodontology, 34(7), 610-617, doi: 10.1111/j.1600-051X.2007.01077.x.
    Abstract   Journal  

  8. DE WIT, L., PUTMAN, K., SCHUBACK, B., KOMÁREK, A., ANGST, F., BAERT, I., BERMAN, P., BOGAERTS, K., BRINKMANN, N., CONNELL, L., DEJAEGER, E., FEYS, H., JENNI, W., KASKE, C., LESAFFRE, E., LEYS, M., LINCOLN, N., LOUCKX, F., SCHUPP, W., SMITH, B., and DE WEERDT, W. (2007).
    Motor and functional recovery after stroke. A comparison of four European rehabilitation centers.
    Stroke, 38(7), 2101-2107, doi: 10.1161/STROKEAHA.107.482869.
    Abstract   Journal  

  9. DEVELTER, M., BLANCKAERT, N., KOMÁREK, A., and BOSSUYT, X. (2006).
    Can heparin plasma be used instead of serum for nephelometric analysis of serum proteins?
    Clinical Chemistry, 52(8), 1609-1610, doi: 10.1373/clinchem.2006.071357.
    Abstract   Journal  

  10. MEYNS, B., JASHARI, R., GEWILLIG, M., MERTENS, L. KOMÁREK, A., LESAFFRE, E., BUDTS, W., DAENEN, W. (2005).
    Factors influencing the survival of cryopreserved homografts. The second homograft performs as well as the first.
    European Journal of Cardio-thoracic Surgery, 28(2), 211-216, doi: 10.1016/j.ejcts.2005.03.041.
    Abstract   Journal  

Submitted articles

  1. KOMÁREK, A. and KOMÁRKOVÁ, L. (2012).
    Clustering for multivariate continuous and discrete longitudinal data.
    Abstract  

  2. DUŠEK, J., STELLNER, S., and KOMÁREK, A. (2012).
    Long-term air temperature changes in a Central European sedge-grass marsh.


  3. KELLER, J., RULSEH, A. M., KOMÁREK, A., LATNEROVÁ, I., RUSINA, R., BROŽOVÁ, H., and VYMAZAL, J. (2012).
    New colour look-up table to visualize of fractional anisotropy changes, validated on multiple system atrophy.

Chapters in books

  1. LESAFFRE, E., KOMÁREK, A. and JARA, A. (2009).
    The Bayesian approach.
    In: Statistical and Methodological Aspects of Oral Health Research, Lesaffre, E., Feine, J., Leroux, B. and Declerck, D. (Eds.), pp. 315-338.
    New York: John Wiley and Sons. ISBN 978-0-470-51792-5.
    Book details   Publisher  

Dissertations

  1. KOMÁREK, A. (2006).
    Accelerated failure time models for multivariate doubly-interval-censored data with flexible distributional assumptions.
    Ph.D. thesis. Leuven: Katholieke Universiteit Leuven, Faculteit Wetenschappen. ISBN 90-8649-014-X.
    Abstract   Full PDF  

  2. KOMÁREK, A. (2001).
    A SAS-macro for linear mixed models with finite normal mixtures as random-effects distribution.
    M.Sc. thesis. Diepenbeek: Limburgs Universitair Centrum, Faculteit Wetenschappen.


  3. KOMÁREK, A. (2000).
    Porovnání tří modelů (in Czech).
    M.Sc. thesis. Praha: Univerzita Karlova v Praze, Matematicko-fyzikální fakulta.
    Full PDF + additional materials  

Textbooks

  1. KOMÁRKOVÁ, L., KOMÁREK, A., a BÍNA, V. (2007).
    Základy analýzy dat a statistického úsudku s příklady v R (in Czech).
    Praha: Oeconomica, Nakladatelství VŠE. ISBN 978-80-245-1227-3.
    Available also upon e-mail request.

  2. KOMÁREK, A. a KOMÁRKOVÁ, L. (2007).
    Statistická analýza závislostí s příklady v R (in Czech).
    Praha: Oeconomica, Nakladatelství VŠE. ISBN 978-80-245-1226-6.
    Available also upon e-mail request.

Reviewed articles in conference proceedings

  1. KOMÁREK, A. (2011).
    Capabilities of R package mixAK for clustering based on multivariate continuous and discrete longitudinal data.
    In: Proceedings of the 26th International Workshop on Statistical Modelling, València, Spain, Conesa, D., Forte, A., López-Quílez, A., and Muñoz, F. (Eds.), pp. 330-333. ISBN 978-84-694-5129-8.

  2. KOMÁREK, A. (2010).
    Cluster analysis for joint continuous and discrete correlated data.
    In: Proceedings of the 25th International Workshop on Statistical Modelling, Glasgow, Scotland, UK, Bowman, A. W. (Eds.), pp. 291-296.

  3. KOMÁREK, A., HANSEN, B. E., JANSSEN, H. L. A. and LESAFFRE, E. (2009).
    Prediction of binary response using multivariate longitudinal profiles: Study on chronic hepatitis B patients.
    In: Proceedings of the 24th International Workshop on Statistical Modelling, Ithaca, NY, USA, Booth, J. G. (Eds.), pp. 187-192.

  4. KOMÁREK, A. (2008).
    R balíček pro odhad jedno i vícerozměrných rozdělení pomocí normálních směsí, případně s intervalově cenzorovanými daty (in Czech).
    In: ROBUST 2008: Sborník prací 15. letní školy JČMF, Pribylina, Slovakia, Antoch, J., and Dohnal, G. (Eds.), pp. 193-200. ISBN 978-80-7015-004-7.

  5. KOMÁREK, A. and LESAFFRE, E. (2007).
    Generalized linear mixed model with a flexible random-effects distribution.
    In: Proceedings of the 22nd International Workshop on Statistical Modelling, Barcelona, Spain, del Castillo, J., Espinal, A., and Puig, P. (Eds.), pp. 380-385. ISBN 978-84-690-5943-2.

  6. KOMÁREK, A. and LESAFFRE, E. (2006).
    Regrese se shlukovanými dvojitě intervalově cenzorovanými daty: Čas do vzniku zubního kazu (in Czech).
    In: ROBUST 2006: Sborník prací 14. zimní školy JČMF, Lhota nad Rohanovem, Czech Republic, Antoch, J., and Dohnal, G. (Eds.), pp. 143-150. ISBN 80-7015-073-4.

  7. KOMÁREK, A. and LESAFFRE, E. (2005).
    Bayesian semiparametric regression model for bivariate doubly-interval-censored data.
    In: Statistical Solutions to Modern Problems: Proceedings of the 20th International Workshop on Statistical Modelling, Sydney, Australia, Francis, A. R., Matawie, K. M., Oshlack, A., and Smyth, G. K. (Eds.), pp. 317-324. ISBN 1-74108-101-7.

  8. KOMÁREK, A. and LESAFFRE, E. (2004).
    Bayesian accelerated failure time model for correlated censored data with a~normal mixture as an error distribution.
    In: Proceedings of the 19th International Workshop on Statistical Modelling, Florence, Italy, Biggeri, A., Dreassi, E., Lagazio, C., and Marchi, M. (Eds.), pp. 214-218. ISBN 88-8453-193-4.

  9. KOMÁREK, A., LESAFFRE, E. and HILTON, J. F. (2003).
    Accelerated Failure Times Model for Arbitrarily Censored Data with Smoothed Error Distribution.
    In: Proceedings of the 18th International Workshop on Statistical Modelling, Leuven, Belgium, Verbeke, G., Molenberghs, G., Aerts, M., and Fieuws, S. (Eds.), pp. 233-238. ISBN 90-807934-1-8.

  10. KOMÁREK, A. and VERBEKE, G. (2002).
    On a fitting of a linear mixed model with a finite normal mixture as random-effects distribution.
    In: ROBUST 2002: Sborník prací 12. zimní školy JČMF, Hejnice, Czech Republic, Antoch, J., and Dohnal, G. (Eds.), pp. 186-193. ISBN 80-7015-900-6.

  11. KOMÁREK, A. (2000).
    Matematika mezi paragrafy aneb něco málo o diskriminaci (in Czech).
    In: ROBUST 2000: Sborník prací 11. letní školy JČMF, Nečtiny, Czech Republic, Antoch, J., and Dohnal, G. (Eds.), pp. 119-124. ISBN 80-7015-792-5.

 

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