Li, Gen; Li, Yan; Chen, Kun It’s all relative: regression analysis with compositional predictors. (English) Zbl 1522.62176 Biometrics 79, No. 2, 1318-1329 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{G. Li} et al., Biometrics 79, No. 2, 1318--1329 (2023; Zbl 1522.62176) Full Text: DOI OA License
Li, Yan; Yu, Chun; Zhao, Yize; Yao, Weixin; Aseltine, Robert H.; Chen, Kun Pursuing sources of heterogeneity in modeling clustered population. (English) Zbl 1520.62271 Biometrics 78, No. 2, 716-729 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Li} et al., Biometrics 78, No. 2, 716--729 (2022; Zbl 1520.62271) Full Text: DOI arXiv
Liu, Xiaokang; Ma, Shujie; Chen, Kun Multivariate functional regression via nested reduced-rank regularization. (English) Zbl 07546472 J. Comput. Graph. Stat. 31, No. 1, 231-240 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Liu} et al., J. Comput. Graph. Stat. 31, No. 1, 231--240 (2022; Zbl 07546472) Full Text: DOI arXiv
Mishra, Aditya; Dey, Dipak K.; Chen, Yong; Chen, Kun Generalized co-sparse factor regression. (English) Zbl 1510.62067 Comput. Stat. Data Anal. 157, Article ID 107127, 16 p. (2021). MSC: 62-08 62J05 62J07 62J12 62H12 PDFBibTeX XMLCite \textit{A. Mishra} et al., Comput. Stat. Data Anal. 157, Article ID 107127, 16 p. (2021; Zbl 1510.62067) Full Text: DOI arXiv
Liang, Jian; Chen, Kun; Lin, Ming; Zhang, Changshui; Wang, Fei Robust finite mixture regression for heterogeneous targets. (English) Zbl 1428.62309 Data Min. Knowl. Discov. 32, No. 6, 1509-1560 (2018). MSC: 62J02 62H30 62R07 68T05 PDFBibTeX XMLCite \textit{J. Liang} et al., Data Min. Knowl. Discov. 32, No. 6, 1509--1560 (2018; Zbl 1428.62309) Full Text: DOI arXiv
Chen, Kun; Mishra, Neha; Smyth, Joan; Bar, Haim; Schifano, Elizabeth; Kuo, Lynn; Chen, Ming-Hui A tailored multivariate mixture model for detecting proteins of concordant change among virulent strains of clostridium perfringens. (English) Zbl 1398.62336 J. Am. Stat. Assoc. 113, No. 522, 546-559 (2018). MSC: 62P10 62H30 62J10 PDFBibTeX XMLCite \textit{K. Chen} et al., J. Am. Stat. Assoc. 113, No. 522, 546--559 (2018; Zbl 1398.62336) Full Text: DOI
Luo, Chongliang; Liang, Jian; Li, Gen; Wang, Fei; Zhang, Changshui; Dey, Dipak K.; Chen, Kun Leveraging mixed and incomplete outcomes via reduced-rank modeling. (English) Zbl 1395.62135 J. Multivariate Anal. 167, 378-394 (2018). MSC: 62H12 62J12 62P10 PDFBibTeX XMLCite \textit{C. Luo} et al., J. Multivariate Anal. 167, 378--394 (2018; Zbl 1395.62135) Full Text: DOI
Goh, Gyuhyeong; Dey, Dipak K.; Chen, Kun Bayesian sparse reduced rank multivariate regression. (English) Zbl 1362.62140 J. Multivariate Anal. 157, 14-28 (2017). MSC: 62J05 62F15 62H12 62H25 62J07 PDFBibTeX XMLCite \textit{G. Goh} et al., J. Multivariate Anal. 157, 14--28 (2017; Zbl 1362.62140) Full Text: DOI
Chen, Kun; Ma, Yanyuan Analysis of double single index models. (English) Zbl 1394.62041 Scand. J. Stat. 44, No. 1, 1-20 (2017); correction ibid. 44, No. 3, 815-816 (2017). MSC: 62G08 62H20 62H12 62G20 PDFBibTeX XMLCite \textit{K. Chen} and \textit{Y. Ma}, Scand. J. Stat. 44, No. 1, 1--20 (2017; Zbl 1394.62041) Full Text: DOI Link
Chen, Kun; Chan, Kung-Sik A note on rank reduction in sparse multivariate regression. (English) Zbl 1420.62284 J. Stat. Theory Pract. 10, No. 1, 100-120 (2016). MSC: 62J02 62M10 PDFBibTeX XMLCite \textit{K. Chen} and \textit{K.-S. Chan}, J. Stat. Theory Pract. 10, No. 1, 100--120 (2016; Zbl 1420.62284) Full Text: DOI Link
Yu, Chun; Chen, Kun; Yao, Weixin Outlier detection and robust mixture modeling using nonconvex penalized likelihood. (English) Zbl 1322.62180 J. Stat. Plann. Inference 164, 27-38 (2015). MSC: 62H30 62F35 62J05 PDFBibTeX XMLCite \textit{C. Yu} et al., J. Stat. Plann. Inference 164, 27--38 (2015; Zbl 1322.62180) Full Text: DOI Link