Random phenomena (TRIBOS+)

1.Year - summer semester

Course Overview

The course is held within the scope of the joint European Masters programme TRIBOS.

Goals:

To introduce the concepts of variability, description, characterisation and interpretation of random data.
To acquaint the students with the concept of probability and the basic statistical methods for the description and characterisation of random data.
To equip the students with the basic knowledge for the analysis, description, characterisation and interpretation of experimental data using the Matlab environment.
The ability to analyse, characterise and interpret variable random data.
The ability to conduct linear analysis and characterise sensor signals using the methods of technical statistics for the description, analysis, characterisation, design and planning of products, technical systems and processes.

I. Grabec, J. Gradišek: Naključni pojavi; Fakulteta za strojništvo, 2000
E. Govekar; lecture notes; www.nakljucnipojavi.si, 2007
R. Jamnik: Verjetnostni račun in statistika; Zveza organizacij za tehnično kulturo, 1986
D. C. Montgomery in G. C. Runger: Applied Statistics and Probability for Engineers, John Wiley & Sons, Inc., New York, 1994
J. S. Bendat, A. G. Piersol: Random Data: Analysis and measurement Procedures; Wiley-Interscience, 1971
W. B. Davenport, Jr.: Probability and Random Processes: An Introduction for Applied Scientists and Engineers, McGraw-Hill, New York, 1970
R. C. Jaffe: Random signals for engineers usnig Matlab and Mathcad; Spriger Verlag, 2000