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The Journal of Financial Data Science
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The Journal of Financial Data Science

The Journal of Financial Data Science

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Table of Contents

Winter 2022; Volume 4,Issue 1

Managing Editor’s Letter

  • You have access
    Managing Editor’s Letter
    Francesco A. Fabozzi
    The Journal of Financial Data Science Winter 2022, 4 (1) 1-4; DOI: https://doi.org/10.3905/jfds.2022.4.1.001

When Do Investors Freak Out? Machine Learning Predictions of Panic Selling

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    When Do Investors Freak Out? Machine Learning Predictions of Panic Selling
    Daniel Elkind, Kathryn Kaminski, Andrew W. Lo, Kien Wei Siah and Chi Heem Wong
    The Journal of Financial Data Science Winter 2022, 4 (1) 11-39; DOI: https://doi.org/10.3905/jfds.2021.1.085

Deep Learning for Exotic Option Valuation

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    Deep Learning for Exotic Option Valuation
    Jay Cao, Jacky Chen, John Hull and Zissis Poulos
    The Journal of Financial Data Science Winter 2022, 4 (1) 41-53; DOI: https://doi.org/10.3905/jfds.2021.1.083

Investable and Interpretable Machine Learning for Equities

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    Investable and Interpretable Machine Learning for Equities
    Yimou Li, Zachary Simon and David Turkington
    The Journal of Financial Data Science Winter 2022, 4 (1) 54-74; DOI: https://doi.org/10.3905/jfds.2021.1.084

Forecasting US Equity and Bond Correlation—A Machine Learning Approach

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    Forecasting US Equity and Bond Correlation—A Machine Learning Approach
    Boyu Wu, Kevin J. DiCiurcio, Beatrice Yeo and Qian Wang
    The Journal of Financial Data Science Winter 2022, 4 (1) 76-86; DOI: https://doi.org/10.3905/jfds.2022.4.1.076

Systematic Pricing and Trading of Municipal Bonds

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    Systematic Pricing and Trading of Municipal Bonds
    Petter N. Kolm and Sudarshan Purushothaman
    The Journal of Financial Data Science Winter 2022, 4 (1) 87-110; DOI: https://doi.org/10.3905/jfds.2021.1.079

Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection

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    Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection
    Kieran Wood, Stephen Roberts and Stefan Zohren
    The Journal of Financial Data Science Winter 2022, 4 (1) 111-129; DOI: https://doi.org/10.3905/jfds.2021.1.081

ESG and Alternative Data: Capturing Corporates’ Sustainability-Related Activities with Job Postings

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    ESG and Alternative Data: Capturing Corporates’ Sustainability-Related Activities with Job Postings
    Arik Ben Dor, Jingling Guan, Adam Kelleher, Adam Lauretig, Ryan Preclaw and Xiaming Zeng
    The Journal of Financial Data Science Winter 2022, 4 (1) 130-144; DOI: https://doi.org/10.3905/jfds.2021.1.082

Forests for Fama

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    Forests for Fama
    Joseph Simonian
    The Journal of Financial Data Science Winter 2022, 4 (1) 145-157; DOI: https://doi.org/10.3905/jfds.2021.1.086

Cryptocurrency Sectorization through Clustering and Web-Scraping: Application to Systematic Trading

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    Cryptocurrency Sectorization through Clustering and Web-Scraping: Application to Systematic Trading
    Babak Mahdavi-Damghani, Robert Fraser, James Howell and Jon Sveinbjorn Halldorsson
    The Journal of Financial Data Science Winter 2022, 4 (1) 158-179; DOI: https://doi.org/10.3905/jfds.2021.1.080
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The Journal of Financial Data Science: 4 (1)
The Journal of Financial Data Science
Vol. 4, Issue 1
Winter 2022
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