output
19992026
most citedSparsistency and rates of convergence in large covariance matrix estimation

421 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018 · stat.MEShow all

3 papers · 2 filters

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…

stat.ME2018

Banded Spatio-Temporal Autoregressions

Zhaoxing Gao, Yingying Ma, Hansheng Wang +1

We propose a new class of spatio-temporal models with unknown and banded autoregressive coefficient matrices. The setting represents a sparse structure for high-dimensional spatial…

stat.ME2018★ 32 cited

Estimation of subgraph density in noisy networks

Jinyuan Chang, Eric D. Kolaczyk, Qiwei Yao

While it is common practice in applied network analysis to report various standard network summary statistics, these numbers are rarely accompanied by uncertainty quantification. Y…