most citedA Novel Approach for Fast Detection of Multiple Change Points in Linear Models

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stat.ME2018

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…

stat.ME2011★ 2 cited

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…