Development of sequential turning-point detection in financial time series On-line signaling based on state-probabilities and recursive parameter estimates Comparison of non-linear and non-parametric models for financial trading Local and global optimization of trading rules based on profit functions Sliding-window estimation of Markov-switching regression models