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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Smooth Estimates of Distribution Functions with Application in Environmental Studies
Advanced topics on mathematical biology and ecology, year: 2008
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Statistical approach in search for optimal signal in simple olfactory neuronal models
Mathematical Biosciences, year: 2008, volume: Volume 214, edition: Issues 1-2
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Výjezdní zasedání Centra Jaroslava Hájka
Year: 2008, type: Workshop
2007
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Book of Abstracts TIES 2007
Year: 2007, type:
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Boundary effects for densities and distribution functions
Summer School DATASTAT 06, year: 2007
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Confidence Interval for Common Mean in Interlaboratory Comparisons with Systematic Laboratory Biases
Measurement Science Review, year: 2007, volume: 7, edition: 6
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Hazard function for cancer patients and cancer cells dynamics
Year: 2007, type:
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Kernel estimates of hazard function: iterative method for bandwidth selection
Year: 2007, type: Conference abstract
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Linear comparative calibration with correlated measurements
Kybernetika : The Journal of the Czech Society for Cybernetics and Informatics, year: 2007, volume: 43, edition: 4
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Method for Evaluation of the Key Comparison Reference Value and its Expanded Uncertainty Based on Metrological Approach
MEASUREMENT 2007, Proceedings, 6th International Conference on Measurement, year: 2007