Advanced Probability and Stati

3 credits

This course treats probability and statistics from a formal point of view. Initially the axioms of probability theory are presented. Random variables and random processes are then treated in detail. From this probability formalism, we develop a number of statistical methods for data analysis. Statistical modeling is also intorduced. Applications of these concepts to the analysis of engineering problems will be considered.