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This book serves as a graduate textbook and an essential reference for financial econometrics courses at the graduate level. It complements the book Financial Econometrics: Models and Methods (Cambridge University Press, 2019), the Handbook of Financial Econometrics (2009), and the Handbook of Financial Time Series (2009).