Statistical and Computational Methods for Electrical and Computer Engineering

Must know the following 1- Understand basics of probability theory 2- Calculate failure probabilities in computer systems and networks, probabilities for resource prediction in electrical and computer systems design. 3- Analyze data for short and long term correlation, data for periodicity and frequency. 4- Write Matlab programs to perform statistical analysis, clustering data, random number generation, signal visualization 5- Employ statistical measures for signal quality estimation and data summarization. 6- Perform Matlab-based simulation of probabilistic systems. 7- Design experiments to collect data over a local area network to estimate the packet interarrival times and packet service times.