Research experience

Research interest

• Dependent data (time series)
• Resampling methods (bootstrap, empirical likelihood, repro)
• Conformal inference
• Multi-armed bandits

Publication

1. Yongcheng Qi and Yingchao Zhou. Empirical likelihood method for complete independence test on high-dimensional data. Journal of Statistical Computation and Simulation 92.11 (2022): 2386-2402.

Working paper

2. Yingchao Zhou, Jia Liu and Zhengyuan Zhu. Maximizing Benefits under Harm Constraints: A Generalized Linear Contextual Bandit Approach.

3. Yingchao Zhou, Haihan Yu and Daniel J. Nordman. A Resampling-based Method for Accurate Whittle Intervals with Nonlinear Time Series.

4. Charles Labuzzetta, Yingchao Zhou and Zhengyuan Zhu. Quantifying Uncertainty under Covariate Shift in Land-use Land-cover Classification using Conformal Statistics.