Papers

Found 6 papers

Sorted by: Newest First
JASA Jul 16, 2025
Identifying the structure of high-dimensional time series via eigen-analysiss

Bo Zhang, Jiti Gao, Guangming Pan et al.

High-Dimensional Statistics Time Series
JASA Jul 16, 2025
Frequency Domain Statistical Inference for High-Dimensional Time Series

Jonas Krampe, Efstathios Paparoditis

High-Dimensional Statistics Machine Learning Time Series
JASA Jul 16, 2025
Discovering the Network Granger Causality in Large Vector Autoregressive Models

Yoshimasa Uematsu, Takashi Yamagata

Causal Inference Time Series
JASA Jul 16, 2025
High-Dimensional Knockoffs Inference for Time Series Data

Chien-Ming Chi, Yingying Fan, Ching-Kang Ing et al.

High-Dimensional Statistics Time Series
JASA Jul 16, 2025
On the Modeling and Prediction of High-Dimensional Functional Time Series

Jinyuan Chang, Qin Fang, Xinghao Qiao et al.

High-Dimensional Statistics Statistical Learning Time Series
AOS Jul 15, 2025
Optimal Vintage Factor Analysis with Deflation Varimax

Xin Bing, Xin He, Dian Jin et al.

Time Series