STAT 355 Advanced Stochastic Processes and Random Fields
Topics include Gaussian processes; Sample function properties; Correlation and spectral representations; Ergodic theory and mixing; Level crossings and excursions; Gaussian Markov random fields; and applications in areas such as spatial statistics and signal processing.