Chiou, Jeng-Min; Chen, Yu-Ting; Hsing, Tailen Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation. (English) Zbl 1433.62329 Ann. Appl. Stat. 13, No. 3, 1430-1463 (2019). MSC: 62P30 62G10 62H25 90B20 PDFBibTeX XMLCite \textit{J.-M. Chiou} et al., Ann. Appl. Stat. 13, No. 3, 1430--1463 (2019; Zbl 1433.62329) Full Text: DOI Euclid
Chiou, Jeng-Min; Yang, Ya-Fang; Chen, Yu-Ting Multivariate functional linear regression and prediction. (English) Zbl 1336.62158 J. Multivariate Anal. 146, 301-312 (2016). MSC: 62H25 62M09 PDFBibTeX XMLCite \textit{J.-M. Chiou} et al., J. Multivariate Anal. 146, 301--312 (2016; Zbl 1336.62158) Full Text: DOI
Chiou, Jeng-Min Dynamical functional prediction and classification, with application to traffic flow prediction. (English) Zbl 1257.62090 Ann. Appl. Stat. 6, No. 4, 1588-1614 (2012). MSC: 62M20 90B06 62H30 90B20 62M99 PDFBibTeX XMLCite \textit{J.-M. Chiou}, Ann. Appl. Stat. 6, No. 4, 1588--1614 (2012; Zbl 1257.62090) Full Text: DOI arXiv Euclid
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling Discussion: Forecasting functional time series. (English) Zbl 1293.62266 J. Korean Stat. Soc. 38, No. 3, 213-215 (2009). MSC: 62P25 62H25 62G08 62G09 62J07 91D20 PDFBibTeX XMLCite \textit{J.-M. Chiou} et al., J. Korean Stat. Soc. 38, No. 3, 213--215 (2009; Zbl 1293.62266) Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg Diagnostics for functional regression via residual processes. (English) Zbl 1162.62394 Comput. Stat. Data Anal. 51, No. 10, 4849-4863 (2007). MSC: 62J20 62H25 62A09 62P10 PDFBibTeX XMLCite \textit{J.-M. Chiou} and \textit{H.-G. Müller}, Comput. Stat. Data Anal. 51, No. 10, 4849--4863 (2007; Zbl 1162.62394) Full Text: DOI
Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling Functional quasi-likelihood regression models with smooth random effects. (English) Zbl 1065.62065 J. R. Stat. Soc., Ser. B, Stat. Methodol. 65, No. 2, 405-423 (2003). MSC: 62G08 62P10 65C60 PDFBibTeX XMLCite \textit{J.-M. Chiou} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 65, No. 2, 405--423 (2003; Zbl 1065.62065) Full Text: DOI