Recent advances in technology have led to an explosion in data collection over time rather than in a single snapshot. For example, microarray technology allows us to measure gene expression levels in different conditions over time. Such temporal data grants the opportunity for data miners to develop algorithms to address domain-related problems,…

This is a study on various aspects of market microstructure, behavioral finance and asset management. In the first chapter we put the PIN variable (Probability of Information-based trading) to test. The PIN variable has been used extensively in the microstructure literature despite the fact that its construction is based on rather strong…