19 citations · 19 across the 1 of their papers we have counts for
2 papers
math.ST2020★ 19 cited
An autocovariance-based learning framework for high-dimensional functional time series
Jinyuan Chang, Cheng Chen, Xinghao Qiao +1
Many scientific and economic applications involve the statistical learning of high-dimensional functional time series, where the number of functional variables is comparable to, or…
stat.ME2018
Functional Linear Regression: Dependence and Error Contamination
Cheng Chen, Shaojun Guo, Xinghao Qiao
Functional linear regression is an important topic in functional data analysis. It is commonly assumed that samples of the functional predictor are independent realizations of an u…