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Book Cover
E-book
Author Mitra, Gautam

Title Handbook of Alternative Data in Finance, Volume I
Published Milton : CRC Press LLC, 2023

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Description 1 online resource (478 p.)
Series CRC Press/OptiRisk Series in Finance Series
CRC Press/OptiRisk Series in Finance Series
Contents Cover -- Endorsements -- Half Title -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Acknowledgments -- Editors and Contributors -- Abbreviations -- CHAPTER 1: Alternative Data: Overview -- PART (I): ALTERNATIVE DATA: PROCESSING AND IMPACT -- CHAPTER 2: Contemplation and Reflection on Using Alternative Data for Trading and Fund Management -- CHAPTER 3: Global Economy and Markets Sentiment Model -- PART (II): COUPLING MODELS WITH ALTERNATIVE DATA FOR FINANCIAL ANALYTICS -- CHAPTER 4: Enhanced Corporate Bond Yield Modeling Incorporating Macroeconomic News Sentiment
CHAPTER 5: Artificial Intelligence, Machine Learning and Quantitative Models -- PART (III): HANDLING DIFFERENT ALTERNATIVE DATASETS -- CHAPTER 6: Asset Allocation Strategies: Enhanced by Micro-Blog -- CHAPTER 7: Asset Allocation Strategies: Enhanced by News -- CHAPTER 8: Extracting Structured Datasets from Textual Sources -- Some Examples -- CHAPTER 9: Comparative Analysis of NLP Approaches for Earnings Calls -- CHAPTER 10: Sensors Data -- PART (IV): ALTERNATIVE DATA USE CASES IN FINANCE -- (PART IV.A): Application in Trading and Fund Management (Finding New Alpha)
CHAPTER 11: Media Sentiment Momentum -- CHAPTER 12: Defining Market States with Media Sentiment -- (PART IV.B): Application in Risk Control -- CHAPTER 13: A Quantitative Metric for Corporate Sustainability -- CHAPTER 14: Hot Off the Press: Predicting Intraday Risk and Liquidity with News Analytics -- CHAPTER 15: Exogenous Risks, Alternative Data Implications for Strategic Asset Allocation -- Multi-Subordination Levy Processes Approach -- (PART IV.C): Case Studies on ESG -- CHAPTER 16: ESG Controversies and Stock Returns -- CHAPTER 17: Oil and Gas Drilling Waste -- A Material Externality
CHAPTER 18: ESG Scores and Price Momentum Are Compatible: Revisited -- PART (V): DIRECTORY OF ALTERNATIVE DATA VENDORS -- ALEXANDRIA TECHNOLOGY -- BLOOMBERG L.P. -- CHINASCOPE -- EXANTE DATA -- FACTEUS -- FACTSET -- GTCOM Technology Corporation -- INFOTRIE FINANCIAL SOLUTIONS -- MARKETPSYCH DATA -- NIKKEI FTRI -- NOWCAST INC. -- RAVENPACK -- REFINITIV -- Index
Notes Description based upon print version of record
Form Electronic book
Author Erlwein-Sayer, Christina
Hoang, Kieu Thi
Roman, Diana
Sadik, Zryan
ISBN 9781000897913
1000897915