Advanced Analytics in Financial Markets

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Big Data analytics have emerged as a powerful tool, transforming the global financial market by enabling more informed decision-making, enhancing predictive capabilities and improving risk management. By leveraging vast amounts of data, advanced analytics can provide real-time insights into market trends, forecast potential downturns and identify investment opportunities. This innovative book is one of the first advanced textbooks to address the rapidly evolving field of Big Data in finance.Drawing on the author’s extensive research, consulting and teaching experience, it applies advanced theoretical and empirical methods to massive high-frequency databases to explore important areas of finance, including market efficiency, equities, fixed income securities, options and market microstructure. The book begins with an introduction to risk and uncertainty before exploring applications of advanced analytics to daily data, as well as applications to big data with intraday data. It concludes with suggestions for future work. Raw databases, SAS software code and intermediate and output data files are made available to enable readers to work with real data and perform their own analyses.Advanced Analytics in Financial Markets is the ideal textbook for advanced undergraduate and graduate courses in finance, big data and advanced analytics, as well as a reference book for scholars and practitioners.

Format: Hardback CONTRIBUTORS: Rajeev R. Bhattacharya EAN: 9781041001683 COUNTRY: United Kingdom PAGES: 276 WEIGHT: HEIGHT: 234 mm

PUBLISHED BY: Taylor & Francis Ltd DATE PUBLISHED: 2026-10-16 CITY: GENRE: BUSINESS & ECONOMICS / Decision-Making & Problem Solving, BUSINESS & ECONOMICS / Econometrics, BUSINESS & ECONOMICS / Finance / General, BUSINESS & ECONOMICS / Investments & Securities / General, COMPUTERS / Data Science / Data Analytics WIDTH: 156 mm SPINE:

Book Themes:

Econometrics and economic statistics, Economic forecasting, Finance and accounting, Probability and statistics

Rajeev R. Bhattacharya, Ph.D., is a finance professor at Macquarie University and the president of Washington Finance and Economics, with over 30 years’ research, consulting, and teaching experience in finance and Big Data. He lives with his wife and daughter in Washington, DC.

Format: Hardback CONTRIBUTORS: Rajeev R. Bhattacharya EAN: 9781041001683 COUNTRY: United Kingdom PAGES: 276 WEIGHT: HEIGHT: 234 mm

Book Themes:

Econometrics and economic statistics, Economic forecasting, Finance and accounting, Probability and statistics

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Advanced Analytics in Financial Markets

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