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Dr. Hongwei Long

Dr. Rindy Anderson
  • Professor and Graduate Director
  • Department of Mathematics and Statistics
  • hlong@fau.edu
  • Boca Raton - SE43, Room 268

Education

  • Ph.D. in  Mathematics, University of Warwick, England. 1998  

Research Interests

  • Stochastic analysis
  • Stochastic partial differential equations and their numerical solutions
  • Nonlinear filtering theory and its applications
  • Parameter estimation in nonlinear stochastic systems
  • Mathematical finance

Research Description

Mathematical Finance - This is an interdisciplinary research area which has close connection and interaction with probability, statistics, engineering, optimization, control, and finance. The purpose is to use stochastic calculus, statistical inference, optimization and control to develop and analyze quantitative financial models and optimal investing strategies.

Parameter Estimation for Stochastic Systems - Many physical scenarios can be modeled by stochastic systems driven by noises with unknown parameters. The purpose of parameter estimation is to use statistical methods to derive an optimal and implementable estimator, and to study the consistency and asymptotics of the proposed estimator.

Filtering Theory and Its Applications - Filtering theory is an active and current research field with wide applications to real world problems arising in financial market, economic, communication networks, signal processing, target detection and tracking. The purpose of filtering is to find probabilistic knowledge of the past path, current state, or the future changes of the signal based on noisy observations.

Stochastic Partial Differential Equations - Stochastic partial differential equations can be used in many areas of science to model complex systems evolving over time. It is generally difficult to solve these equations analytically. It is desirable to develop numerical methods to approximate the solutions.

Stochastic Analysis - This is a research field with deep connection to classical probability, mathematical physics, ergodic theory, operator theory, and dynamical systems. It mainly focuses on the study of diffusions and the corresponding differential operators in infinite dimensional spaces by using methods from analysis and probability.

 Recent Publications

  • Sher Chhetri, Hongwei Long, and Cory Ball, Parameter estimation for geometric Levy processes with constant volatility. Annals of Data Science, January 2024, pp. 1-31, https://doi.org/10.1007/s40745-024-00513-8.

  • Winston Buckley, Hongwei Long, and Sandun Perera, m-Double Poisson Levy markets.  Quantitative Finance, 20 (2020), No. 10, 1663-1679.

  • Yiying Cheng, Yaozhong Hu, and Hongwei Long, Generalized moment estimators for α-stable Ornstein-Uhlenbeck motions from discrete observations. Statistical Inference for Stochastic Processes, 23 (2020), 53-81.

  • Gokarna R. Aryal, Sher B. Chhetri, Hongwei Long, and Alfred A. Akinsete, On the beta-G Poisson family.  Annals of Data Science, 6 (2019), No.3, 361-389.

  • Sandun Perera, Winston Buckley, and Hongwei Long, Market-reaction-adjusted optimal central bank intervention policy in a forex market with jumps.  Ann. Oper. Res., 262 (2018), 213-238.

Scholarly Activities

A.   Service at the Department /College Level

Served on various departmental committees: Research & Grant Committee, Math Day Committee, Undergraduate Committee, Graduate Committee, Evaluation Committee and Executive Committee. Served as Faculty Marshall for the Charles E. Schmidt College of Science at the FAU Commencement on August 4, 2009.

B.     Community Service

Volunteer as judge at the dispute center for several Mu Alpha Theta Math Competitions at FAU and local high schools; Volunteer for Florida Science Olympiad (FAU).

C.     Professional Service

Referee for

 Abstract and Applied Analysis

            Acta Mathematica Scientia

            Acta Mathematica Sinica

            Communications in Statistics: Theory and Methods

            Dynamics of Continuous, Discrete and Impulse Systems

            Electronic Journal of Probability

            Electronic Communication in Probability

            Frontiers of Mathematics in China

            IMA Journal of Management Mathematics

            International Journal of Stochastic Analysis

            Journal of Applied Mathematics and Stochastic Analysis

            Journal of computational and Applied Mathematics

            Journal of Econometrics

            Mathematics and Computers in Simulation

            SIAM Control and Optimization

            Signal Processing Letters

            Statistics and Probability Letters

 Personal Website

including a full list of publications: http://brain.math.fau.edu/Long/hlong.htm

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Right Photo 2

From Left to Right:  Prof. Hongwei Long, Sher Chhetri, Prof. Jiongmin Yong (UCF), Duval Zephirin, Kandethody Ramachandran (USF).  Prof. Hongwei Long and Prof. Jiongmin were the organizers of a Special Session on Stochastic Analysis and Applications of the AMS Sectional Meeting held at UCF, Septmber 23-24, 2017.

 

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