CHEN, Ying  

Associate Professor

Department of Mathematics, Faculty of Science, National University of Singapore

 

Joint Appointee, Risk Management Institute, National University of Singapore

 

Department of Statistics & Applied Probability (Joint Appointment)

Department of Economics (Courtesy Appointment), Faculty of Arts & Social Sciences

Exco member and affiliated researcher in Institute of Data Science.

Affiliated researcher in Centre for Quantitative Finance, Institute of operations research and analytics, National University of Singapore

 

 

Ying Chen is a financial statistician and data scientist. She develops statistical modelling and machine learning methods to analyse nonstationary, high frequency and large dimensional complex data such as cryptocurrency, limit order book, and renewable energy. She also works on business intelligence, forecasting, text mining and sentiment analysis, and network analysis. More.

 

Office 

S17-08-19 

Tel No 

+65 6601 3976

Fax

+65 6779 5452

E-mail

matcheny AT nus DOT edu DOT sg

 

 

Research Interests:

-        Forecasting and Business Intelligence

-        Non-stationary Time Series Analysis

-        High Frequency Data and Limit Order Book

-        Functional Data Analysis and Network Analytics

-        Text Mining and Sentiment Analysis

-        Renewable Energy Data Analytics

-        Risk Management, Crypto Blockchain

 

Research team members:

Hitoshi IWASAKI, Hao LEI, Peng LIU, Hoang Hai TRAN, Simon TRIMBORN, Xiaofei XU, Xiuqin XU, Nazgul ZAKIYEVA, Ge ZHANG