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stat.ME2023
Estimation and Inference for High-dimensional Multi-response Growth Curve Model
Xin Zhou, Yin Xia, Lexin Li
A growth curve model (GCM) aims to characterize how an outcome variable evolves, develops and grows as a function of time, along with other predictors. It provides a particularly u…
stat.ME2023★ 1 cited
Statistical Inference and Large-scale Multiple Testing for High-dimensional Regression Models
T. Tony Cai, Zijian Guo, Yin Xia
This paper presents a selective survey of recent developments in statistical inference and multiple testing for high-dimensional regression models, including linear and logistic re…