Jinggong Zhang

Nanyang Business School, Nanyang Technological University

Singapore, 639798

Singapore

SCHOLARLY PAPERS

11

DOWNLOADS

2,007

TOTAL CITATIONS

16

Scholarly Papers (11)

1.

Managing Weather Risk with a Neural Network-Based Index Insurance

Management Science, accepted., Nanyang Business School Research Paper No. 20-28, HKUST Business School Research Paper No. 2023-114
Number of pages: 101 Posted: 24 Mar 2020 Last Revised: 30 Jun 2023
Zhanhui Chen, Yang Lu, Jinggong Zhang and Wenjun Zhu
Hong Kong University of Science & Technology (HKUST) - Department of Finance, Department of Maths & Statis, Concordia University, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 577 (97,493)
Citation 6

Abstract:

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weather risk; index insurance; basis risk; neural networks; machine learning

2.

Storm CAT Bond: Modeling and Valuation

North American Actuarial Journal, Forthcoming , Nanyang Business School Research Paper No. 21-38
Number of pages: 57 Posted: 27 Sep 2021 Last Revised: 13 Jan 2024
Shimeng Huang, Jinggong Zhang and Wenjun Zhu
University of Wisconsin-Madison, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 252 (246,886)

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climate change, catastrophe risk, CAT bond, spatio-temporal model, copula

3.

Epidemic Financing Facilities: Pandemic Bonds and Endemic Swaps

North American Actuarial Journal, forthcoming, Nanyang Business School Research Paper No. 21-37
Number of pages: 52 Posted: 14 Jun 2021 Last Revised: 13 Jan 2024
Shimeng Huang, Ken Seng Tan, Jinggong Zhang and Wenjun Zhu
University of Wisconsin-Madison, University of Waterloo, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 247 (251,941)
Citation 3

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Securitization, Pandemic bond, Endemic swap, Coronavirus, Dengue

4.

Cyber Risk Modeling: A Discrete Multivariate Count Process Approach

Scandinavian Actuarial Journal, forthcoming., Nanyang Business School Research Paper No. 21-36
Number of pages: 49 Posted: 27 Sep 2021 Last Revised: 13 Jan 2024
Yang Lu, Jinggong Zhang and Wenjun Zhu
Department of Maths & Statis, Concordia University, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 205 (300,988)

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Operational risk, Cyber risk, Systemic and pairwise contagion, Self-excitation, Negative binomial autoregressive process, Generalized Poisson inverse-Gaussian distribution, Discrete stable distribution, Generalized method of moments

5.

Index Insurance Design

Number of pages: 36 Posted: 12 Sep 2018
Jinggong Zhang, Ken Seng Tan and Chengguo Weng
Nanyang Business School, Nanyang Technological University, University of Waterloo and University of Waterloo
Downloads 179 (340,796)
Citation 3

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6.

Neighbouring Prediction for Mortality

ASTIN Bulletin, the Journal of the IAA, forthcoming., Nanyang Business School Research Paper No. 20-07
Number of pages: 41 Posted: 11 May 2020 Last Revised: 05 Apr 2021
Chou‐Wen Wang, Jinggong Zhang and Wenjun Zhu
National Kaohsiung University of Science and Technology, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 139 (421,186)
Citation 1

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artificial intelligence, convolutional neural network, longevity risk, multi-population mortality modelling

7.

Flexible Weather Index Insurance Design with Penalized Splines

Nanyang Business School Research Paper No. 21-13, North American Actuarial Journal, volume 28, issue 1, 2024 [10.1080/10920277.2022.2162924]
Number of pages: 49 Posted: 12 Apr 2021 Last Revised: 02 Aug 2024
Ken Seng Tan and Jinggong Zhang
Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 130 (446,682)
Citation 1

Abstract:

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Weather index insurance, basis risk, insurance design, spline

Blended Insurance Scheme: A Synergistic Conventional-Index Insurance Mixture

Number of pages: 36 Posted: 16 Jan 2024
Jinggong Zhang
Nanyang Business School, Nanyang Technological University
Downloads 52 (783,774)

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blended insurance, index insurance, machine learning, neural networks, basis risk, cost efficiency

Blended Insurance Scheme: A Synergistic Conventional-Index Insurance Mixture

Number of pages: 28 Posted: 10 Jan 2024
Jinggong Zhang
Nanyang Business School, Nanyang Technological University
Downloads 33 (939,151)

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index insurance, machine learning, neural networks, basis risk, cost efficiency.

9.

Empirical Tail Risk Management with Model-Based Annealing Random Search

Nanyang Business School Research Paper No. 21-27, Insurance: Mathematics and Economics, volume 110, 2023 [10.1016/j.insmatheco.2023.02.005]
Number of pages: 42 Posted: 23 Aug 2021 Last Revised: 02 Aug 2024
Qi Fan, Ken Seng Tan and Jinggong Zhang
Barclays, Nanyang Business School, Nanyang Technological University and Nanyang Business School, Nanyang Technological University
Downloads 84 (601,735)
Citation 2

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JEL Classification: C61, G22, Q14

10.

Mean-variance Hedging with Basis Risk

Xue, X., Zhang, J.*, Weng, C. (2019). Mean-variance hedging with basis risk. Applied Stochastic Models in Business and Industry, Forthcoming
Number of pages: 22 Posted: 31 May 2019
Xiaole Xue, Chengguo Weng and Jinggong Zhang
Shandong University, University of Waterloo and Nanyang Business School, Nanyang Technological University
Downloads 82 (610,316)

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11.

Intensified Distortion: Investment Decisions with Endogenous Contracts and Time Inconsistency

Number of pages: 10 Posted: 20 Mar 2024
Yanzhao Li, Ju-e Guo, Yongwu Li and Jinggong Zhang
Xi'an Jiaotong University (XJTU) - School of Management, Xi'an Jiaotong University (XJTU) - School of Management, Beijing University of Technology and Nanyang Business School, Nanyang Technological University
Downloads 27 (971,533)

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investment, Real options, Endogenous contracts, Time inconsistency