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Poslední úprava: VISEK (07.01.2015)
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Poslední úprava: VISEK (07.01.2015)
To enlarge the theoretical knowledge of regression analysis over its classical framework of (statistical or econometric) explanation. Moreover, to allow the students to look over the horizon of usual mathematically exactly constructed approach of formalized modelling, i.e. to offer an insight into such aspects ofmathematical, formalized description of universe which we can meet neither in the statistical nor the econometric texts. The content of the course can be decently accommodated to the topics of study and of interest of the attendants. |
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Poslední úprava: VISEK (07.01.2015)
1) To pass the seminar with elaborating some homeworks. 2) Defending some small project in groups of several people, e.g. some case study on an interesting material with employment of, may be of self made (?), software (in MatLab or R or ...) . |
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Poslední úprava: VISEK (07.01.2015)
Literature: Atkinson, A.C., M. Riani (2002) : Exploring Multivariate Data with the Forward Search. Springer. Chatterjee, S., Hadi, A. S. (1988): Sensitivity Analysis in Linear Regression. New York: J. Wiley and Sons. Dutter,R., P. Filzmoser, P. J. Rousseeuw (2003) : Development in Robust Statistics. Springer. Hampel, F. R., E. M. Ronchetti, P. J. Rousseeuw, W. A. Stahel (1986): Robust Statistics -- The Approach Based on Influence Functions. New York 1986, J.Wiley and Son. Huber, P.J.(1981): Robust Statistics. New York: J.Wiley and Sons. Judge, G. G., Griffiths, W. E., Hill, R. C., Lutkepohl, H., Lee, T. C. (1985): The Theory and Practice of Econometrics. New York 1985, J.Wiley and Sons (second edition). Rousseeuw, P. J., A. M. Leroy (1987): Robust Regression and Outlier Detection. New York 1987, J.Wiley and Sons. Štěpán, J. (1987): Teorie pravděpodobnosti. Praha 1987 Academia. Víšek, J. Á. : Papers according to the interest of participants , see http://ies.fsv.cuni.cz/sci/publication/user/id/58/lang/en . Zvára, K. (1989): Regresní analýza. Praha 1989, Academia.
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Poslední úprava: VISEK (07.01.2015)
13 lectures and seminars |
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Poslední úprava: VISEK (17.02.2015)
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Poslední úprava: VISEK (07.01.2015)
Just open mind for new things and ideas and, maybe, a desire to do something original. |