Jingyu He

City University of Hong Kong (CityU)

Assistant Professor

83 Tat Chee Avenue

Hong Kong

Hong Kong

SCHOLARLY PAPERS

12

DOWNLOADS
Rank 12,016

SSRN RANKINGS

Top 12,016

in Total Papers Downloads

8,172

TOTAL CITATIONS
Rank 23,918

SSRN RANKINGS

Top 23,918

in Total Papers Citations

53

Scholarly Papers (12)

1.

Deep Learning in Characteristics-Sorted Factor Models

Journal of Financial and Quantitative Analysis, Forthcoming
Number of pages: 50 Posted: 23 Sep 2018 Last Revised: 26 Jun 2023
City University of Hong Kong (CityU), City University of Hong Kong (CityU), University of Chicago - Booth School of Business and University of Chicago, Students
Downloads 2,905 (9,227)
Citation 39

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Cross-sectional Returns, Deep Learning, Latent Factors, Nonlinearity, Security Sorting.

2.
Downloads 1,060 (43,550)
Citation 5

Growing the Efficient Frontier on Panel Trees

Journal of Financial Economics, Forthcoming
Number of pages: 73 Posted: 27 Oct 2021 Last Revised: 05 Nov 2024
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and University of Science and Technology of China (USTC)
Downloads 1,002 (46,304)
Citation 2

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Decision Tree, Efficient Frontier, Factors, Interpretable AI, Test Assets

Growing the Efficient Frontier on Panel Trees

NBER Working Paper No. w30805
Number of pages: 77 Posted: 02 Jan 2023 Last Revised: 14 Apr 2023
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and University of Science and Technology of China (USTC)
Downloads 58 (747,373)
Citation 3
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3.

Factor Investing: A Bayesian Hierarchical Approach

Journal of Econometrics, Forthcoming
Number of pages: 38 Posted: 06 Feb 2019 Last Revised: 21 Nov 2024
Guanhao Feng and Jingyu He
City University of Hong Kong (CityU) and City University of Hong Kong (CityU)
Downloads 963 (49,863)
Citation 1

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Asset Allocation, Bayes, Hierarchical Prior, Estimation Risk, Characteristics, Macro Predictors, Risk Factor

4.

Machine Learning and the Yield Curve: Tree-Based Macroeconomic Regime Switching

Number of pages: 41 Posted: 18 Sep 2024
City University of Hong Kong (CityU), University of Pennsylvania - Department of Economics, City University of Hong Kong (CityU) and Fudan University - School of Management
Downloads 731 (72,237)

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Decision Tree, Macro-Finance, Term Structure, Regime Switching, Dynamic Nelson-Siegel Model, Bayesian Estimation JEL Classification: C11, E43, G12

5.

Mosaics of Predictability

Number of pages: 56 Posted: 06 Jun 2024 Last Revised: 23 Dec 2024
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and City University of Hong Kong (CityU)
Downloads 668 (81,009)

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Anomaly, Characteristics, Heterogeneous Predictability, Regime Switches, Goal-oriented Clustering

6.

Uncommon Factors and Asset Heterogeneity in the Cross Section and Time Series

Number of pages: 55 Posted: 29 Sep 2022 Last Revised: 26 Jun 2023
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and Fudan University - School of Management
Downloads 584 (96,128)
Citation 1

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Decision Tree, Bayesian Spike-and-Slab, Factor Selection, Heterogeneity, Structural Breaks.

7.

Currency Return Dynamics: What Is the Role of U.S. Macroeconomic Regimes? 

Number of pages: 62 Posted: 12 Jul 2024 Last Revised: 14 Jan 2025
City University of Hong Kong (CityU), City University of Hong Kong (CityU), Fudan University - School of Management, University of Cambridge - Judge Business School and City University of Hong Kong (CityU)
Downloads 453 (131,497)

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Business Cycles, Currency Returns, Panel Tree, Regime Shifts, Risk Premia

Sparse Modeling Under Grouped Heterogeneity with an Application to Asset Pricing

Number of pages: 48 Posted: 24 Jul 2023 Last Revised: 06 Sep 2023
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and Fudan University - School of Management
Downloads 309 (199,365)

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Asset Pricing, Bayesian Estimation, Clustering Tree, Factors, Heterogeneity, Panel Data, Sparsity, Spike-and-Slab, Structural Breaks

Sparse Modeling Under Grouped Heterogeneity with an Application to Asset Pricing

NBER Working Paper No. w31424
Number of pages: 49 Posted: 24 Jul 2023
Cornell University - Samuel Curtis Johnson Graduate School of Management, City University of Hong Kong (CityU), City University of Hong Kong (CityU) and Fudan University - School of Management
Downloads 14 (1,167,118)
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9.

Heteroskedastic SDF and Learning about Time-Varying Factor Risk Premia

Number of pages: 49 Posted: 29 Oct 2024 Last Revised: 19 Nov 2024
Jingyu He and Junye Li
City University of Hong Kong (CityU) and Fudan University - School of Management
Downloads 230 (270,978)

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Hansen-Jagannathan Bound, Stochastic Discount Factor, Bayesian Learning, Factor Timing, Volatility Timing, Factor Momentum

10.

Can news predict firm bankruptcy? 

Number of pages: 44 Posted: 13 Dec 2024
Siyu Bie, Guanhao Feng, Naixin GUO and Jingyu He
City University of Hong Kong (CityU), City University of Hong Kong (CityU), City University of Hong Kong (CityU) and City University of Hong Kong (CityU)
Downloads 133 (437,939)

Abstract:

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Bankruptcy, ChatGPT, Generative AI, News Data, Sentiment JEL Classification: C53, G11, G17, G33

11.

Regularization and Confounding in Linear Regression for Treatment Effect Estimation

Bayesian Analysis Volume 13, Number 1 (2018), 163-182. https://projecteuclid.org/euclid.ba/1484103680
Number of pages: 20 Posted: 08 Feb 2016 Last Revised: 15 Oct 2018
Arizona State University (ASU) - School of Mathematical and Statistical Sciences, University of Texas at Austin - McCombs School of Business, City University of Hong Kong (CityU) and University of Texas at Austin - McCombs School of Business
Downloads 111 (502,780)
Citation 7

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linear regression, regularization, treatment effect estimation, shrinkage

12.

Can News Predict Firm Bankruptcy?

Number of pages: 45 Posted: 14 Dec 2024
Siyu Bie, Guanhao Feng, naixin guo and Jingyu He
City University of Hong Kong (CityU), City University of Hong Kong (CityU), affiliation not provided to SSRN and City University of Hong Kong (CityU)
Downloads 11 (1,166,248)

Abstract:

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Bankruptcy, ChatGPT, Generative AI, News Data, Sentiment