6 citations · 13 across the 4 of their papers we have counts for
4 papers
Multi-threshold Change Plane Model: Estimation Theory and Applications in Subgroup Identification
Jialiang Li, Yaguang Li, Baisuo Jin
We propose a multi-threshold change plane regression model which naturally partitions the observed subjects into subgroups with different covariate effects. The underlying grouping…
Multi-threshold Accelerate Failure Time Model
Jialiang Li, Baisuo Jin
A two-stage procedure for simultaneously detecting multiple thresholds and achieving model selection in the segmented accelerate failure time (AFT) model is developed in this paper…
Strong limit of the extreme eigenvalues of a symmetrized auto-cross covariance matrix
Chen Wang, Baisuo Jin, Z. D. Bai +2
The auto-cross covariance matrix is defined as \[\mathbf{M}_n=\frac{1} {2T}\sum_{j=1}^T\bigl(\mathbf{e}_j\mathbf{e}_{j+τ}^*+\mathbf{e}_{j+ τ}\mathbf{e}_j^*\bigr),\] where $\mathbf{…
A Novel Approach for Fast Detection of Multiple Change Points in Linear Models
Xiaoping Shi, Yuehua Wu, Baisuo Jin
A change point problem occurs in many statistical applications. If there exist change points in a model, it is harmful to make a statistical analysis without any consideration of t…