Handbook of Alternative Data in Finance, Volume I

图书简介

Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematicsFeatures chapters from many leading researchers and practitioners

Chapter 1. Alternative Data: Overview Gautam Mitra, Kieu Thi Hoang, Alexander Gladilin, Yuanqi Chu, Keith Black and Ganesh ManiPart I. Alternative Data: Processing and Impact. Chapter 2. Contemplation and Reflection on Using Alternative Data for Trading and Fund Management David Jessop Chapter 3. Global Economy and Markets Sentiment Model.Jacob Gelfand, Kamilla Kasymova, Seamus O’Shea and Weijie Tan Part II. Coupling Models with Alternative Data for Financial Analytics Chapter 4. Enhanced Corporate Bond Yield Modelling Incorporating Macroeconomic News SentimentZhixin Cai, Christina Erlwein-Sayer and Gautam Mitra Chapter 5. AI, Machine Learning and Quantitative Models.Gautam Mitra, Yuanqi Chu, Arkaja Chakraverty and Zryan Sadik Part III. Handling Different Alternative Datasets. Chapter 6. Asset Allocation Strategies: Enhanced by Micro-Blog.Zryan Sadik, Gautam Mitra, Shradha Berry and Diana Roman Chapter 7. Asset Allocation Strategies: Enhanced by News.Zryan Sadik, Gautam Mitra, Ziwen Tan, Christopher Kantos and Dan Joldzic Chapter 8. Extracting Structured Datasets from Textual Sources: Some Examples.Matteo Campellone and Francesco Cricchio Chapter 9. Comparative Analysis of NLP Approaches for Earnings Calls.Christopher Kantos, Dan Joldzic, Gautam Mitra and Kieu Thi Hoang Chapter 10. Sensors Data. Alexander Gladilin, Kieu Thi Hoang, Gareth Williams and Zryan Sadik Part IV. Alternative Data Use Cases in Finance.Part IV.A. Application in Trading and Fund Management( Finding New Alpha)

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Handbook of Alternative Data in Finance, Volume I（CRC Press/OptiRisk Series in Finance） 金融另类数据手册 第1卷 政治经济学

Handbook of Alternative Data in Finance, Volume I（CRC Press/OptiRisk Series in Finance）

金融另类数据手册第1卷
政治经济学