# jemdoc: menu{MENU}{students.html},title{Students}, showsource, analytics{UA-64995133-3}
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== Ph.D. Students
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Jessica (Ou) Dang (Sep 2016 - present) \n
- [https://doi.org/10.1080/10920277.2019.1636399 Efficient Nested Simulation for Conditional Tail Expectation of Variable Annuities]
Katrina (Jiazhen) Chen (Sep 2020 - present) \n
Tony (Xintong) Li (Sep 2020 - present) \n
Hsiao-Cheng Dung (Sep 2020 - present) \n
Ren Jie (Jan 2021 - present) \n
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== Master's Students
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Tony (Xintong) Li (2020): Approximating Nested Simulation Models with Machine Learning Methods
Katrina (Jiazhen) Chen (2019): Online Risk Monitoring Using Logistic Regression
Fan Xia (2018): [students/Xia_Fan /Simulation Modeling and Analytics of Human Decision Process and Segmentation of Population through Simulated Behavioral Data/]\n
Yifei Song (2017): [students/Song_Yifei.pdf /The Optimal Strategy in a Semi-static Model for Pricing Guaranteed Minimum Benefit Riders under Different Withdrawal Rate Assumptions/] \n
Zhenni Tan (2017): [students/Tan_Zhenni.pdf /The Impact of Clustering Method for Pricing a Large Portfolio of VA Policies/] \n
Jiayi Zheng (2017): [students/Zheng_Jiayi.pdf /Efficient Greek Estimation for Variable Annuities using Monte Carlo Simulation/] \n
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== Undergraduate Research Students
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Iris (Mingyi) Jiang (2020): Update & maintain the vamc R package. Convergence proof for kernel estimators for American option pricing. \n
Cheryl (Ziyu) Chi (2020): Survey of robust portfolio optimization. \n
Jasper Zhu (2019): Comparison study on efficient nested simulation methods and their application in American option pricing.\n
Hanson (Hengxin) Li (2018): Pricing and hedging of large portfolios of variable annuities. An R package vamc was developed.\n
Tony (Jiaxin) Liu (2016): Topics on portfolio optimization, CAPM, and diversification.\n
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