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stat.ME2024
Statistical Inference for Four-Regime Segmented Regression Models
Han Yan, Song Xi Chen
Segmented regression models offer model flexibility and interpretability as compared to the global parametric and the nonparametric models, and yet are challenging in both estimati…
stat.ME2014★ 1 cited
Tests for High Dimensional Generalized Linear Models
Song Xi Chen, Bin Guo
We consider testing regression coefficients in high dimensional generalized linear models. An investigation of the test of Goeman et al. (2011) is conducted, which reveals that if…