Xiaoqian is a research fellow based at Monash University’s Faculty of Business and Economics, in the Department of Econometrics and Business Statistics. Her research interests include time series forecasting, distributed computing and statistical modeling. In particular, she is now working on a nonlinear optimization problem both with nonlinear and integer constraints in a hierarchical framework to deal with high-dimensional hierarchies.