MELOUN, Milan a Jiří MILITKÝ. Statistical data analysis: A practical guide with 1250 exercises and answer key on CD. Philadelphia: Woodhead Publishing India Pvt Ltd, 2011. ISBN 978-93-80308-11-1 .
RENCHER, Alvin C. a William F. CHRISTENSEN. Methods of multivariate analysis. 3rd ed. Hoboken: Wiley, 2012. Wiley series in probability and statistics. ISBN 978-0-470-17896-6 .
Advanced Statistical Methods for Data Processing
| Language of instruction | čeština |
|---|---|
| Code | 541-0135 |
| Abbreviation | PSM |
| Course title | Advanced Statistical Methods for Data Processing |
| Coordinating department | Department of Geological Engineering |
| Course coordinator | Doc. PaedDr. Vladimír Homola, Ph.D. |
Anotace
The course deals with the application of advanced methods of statistical data analysis and subsequent interpretations of obtained results. It explains the mathematical principles of various statistical methods and defines the basic conditions for their use. An emphasis is placed on the correct choice of methods in order to obtain the greatest amount of relevant information and knowledge for subsequent use in practice. An integral part of the course is also a practical application of methods to real data in software environment for statistical computing (according to the current state of scientific field, for example - Statgraphics, SPSS, SAS, Surfer etc.) during exercises in the computer lab.
Povinná literatura
Doporučená literatura
BERTHOUEX, P. Mac a Linfield C. BROWN. Statistics for environmental engineers. 2nd ed. Boca Raton: Lewis Publishers, 2002. ISBN 15-667-0592-4 .
DEVORE, Jay L. a Kenneth N. BERK. Modern mathematical statistics with applications. 2nd ed. London: Springer, 2012. Springer texts in statistics. ISBN 14-614-0390-1 .
MCKILLUP, Steve a M. Darby DYAR. Geostatistics explained: an introductory guide for earth scientists. Cambridge: Cambridge University Press, 2010. ISBN 978-0-521-74656-4.
DEVORE, Jay L. a Kenneth N. BERK. Modern mathematical statistics with applications. 2nd ed. London: Springer, 2012. Springer texts in statistics. ISBN 14-614-0390-1 .
MCKILLUP, Steve a M. Darby DYAR. Geostatistics explained: an introductory guide for earth scientists. Cambridge: Cambridge University Press, 2010. ISBN 978-0-521-74656-4.