Project information
Jaroslav Hájek Center for Theoretical and Applied Statistics
- Project Identification
- LC06024
- Project Period
- 3/2006 - 12/2011
- Investor / Pogramme / Project type
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Ministry of Education, Youth and Sports of the CR
- Basic Research Center
- MU Faculty or unit
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Faculty of Science
- prof. RNDr. Ivanka Horová, CSc.
- doc. RNDr. Petr Lánský, DrSc.
- prof. RNDr. Gejza Wimmer, DrSc.
- Mgr. Jiří Zelinka, Dr.
- Keywords
- Statistical tests and estimates, regression, calibration, approximation and smoothing methods, extreme values, time series
- Cooperating Organization
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Technical University Liberec
- Responsible person prof. RNDr. Jan Picek, CSc.
- Responsible person prof. RNDr. Jana Jurečková, DrSc.
Center will contribute to development of theoretical and applied statistics. Namely, we expect new results and innovations in the following areas: (1) in the environmental and meteorological sciences: (modeling the regional rate of the rainfall bothin time and space; the interrelations between extreme climatic conditions and mortality or hospitalization; time series of the size of the ozone layer, etc.), (2) in the insurance and finance (applications of statistical tests on the Pareto index of theprobability distribution of insurance payments, time development and abrupt changes of exchange rates, etc.), (3) in the technology (fatigue and reliability of materials with respect to possible extreme conditions, etc.) (4) in the metrology (designa nd evaluation of complex measurements, calibration, etc.), (5) in the biology, medicine, in the modeling and analysis of DNA microarrays (with the use of results on nonparametric smoothing techniques and parametric models for estimating the risk functions, ROC curves, etc.), (6) in the information transmission (applications of stochastic methods in construction of artifial censors for detection of harmful chemicals, drugs, etc.).
Results
Center will contribute to development of theoretical and applied statistics. Namely, we expect new results and innovations in the following areas: (1) in the environmental and meteorological sciences: (modeling the regional rate of the rainfall bothin time and space; the interrelations between extreme climatic conditions and mortality or hospitalization; time series of the size of the ozone layer, etc.), (2) in the insurance and finance (applications of statistical tests on the Pareto index of theprobability distribution of insurance payments, time development and abrupt changes of exchange rates, etc.), (3) in the technology (fatigue and reliability of materials with respect to possible extreme conditions, etc.) (4) in the metrology (designa nd evaluation of complex measurements, calibration, etc.), (5) in the biology, medicine, in the modeling and analysis of DNA microarrays (with the use of results on nonparametric smoothing techniques and parametric models for estimating the risk functions, ROC curves, etc.), (6) in the information transmission (applications of stochastic methods in construction of artifial censors for detection of harmful chemicals, drugs, etc.).
Publications
Total number of publications: 118
2008
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Dynamic Phenotype Method - Analysis of Child and Adolescent Longitudinal Growth Data
Year: 2008, type: Appeared in Conference without Proceedings
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Estimation of the commom mean and determination of the comparison reference value
Tatra Mountains Mathematical Publications, year: 2008, volume: 39, edition: 2
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Gabriel Altmann - bridge between linguistics and mathematics
Glottotheory, year: 2008, volume: 1, edition: 1
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Kernel Estimates of ROC Curves
Compstat 2008, Books of Abstracts, year: 2008
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Matematické modelovanie v jazykovede
Informační Bulletin České statistické společnosti, year: 2008, volume: 19, edition: 2
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New Characteristics of Liver Gvhd: Kinetics and the Serum Levels of Enzymes Linked to Cholestasis
Blood, year: 2008, volume: 112, edition: Suppl. 1
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Numerické metody
Year: 2008, type:
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On the estimation of refractory period
Journal of Neuroscience Methods, year: 2008, volume: 171, edition: 2
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Plug-in method for nonparametric regression
Computational Statistics, year: 2008, volume: 2008, edition: 1
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ROC Curve: A Tool for Describing and Comparing Continuous Diagnostic Ttests
Year: 2008, type: