The course covers the econometrics toolboxes that are useful to analyze financial market data. The goal is to understand and implement state-of-the-art econometric methods with the data at hand, providing answers to empirical questions. Topics include stationary time series analysis, persistency, predictive regression, model selection, factor models, and advanced topics.