Fundamentals of Stochastic Processes II

Abstract

Second, enlarged edition of the lecture notes for master students of MFF UK

Keywords

• Stationarity
• second-order processes
• spectral decompositions
• stochastic integral
• limit theorems for stationary sequences
• linear models of time series
• prediction and filtration
• estimators of parameters
• periodogram