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國立臺灣大學統計與數據科學研究所

陳裕庭(Chen, Yu-Ting )

陳裕庭(Chen, Yu-Ting )

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陳裕庭


陳裕庭助理教授
辦公室次震宇宙館 603室
E-mail ytchen0302@ntu.edu.tw

學歷

研究領域

學術著作
學歷
Ph.D., Statistics, National Cheng-Chi University, Taiwan

Master, Mathematics, National Taiwan University, Taiwan

Bachelor, Mathematics, National Taiwan University, Taiwan
研究領域
Multivariate Functional Data Analysis

Functional Regression Analysis

Multiple Change-point Detection
學術著作
Chiou, J.-M., Chen, Y.-T. and Yang, Y.-F. (2014) Multivariate Functional Principal Component Analysis: A Normalization Approach. Statistica Sinica, 24, 1571-1596

Chiou, J.-M., Yang, Y.-F., and Chen, Y.-T. (2016) Multivariate Functional Linear Regression and Prediction. Journal of Multivariate Analysis, 146, 301-312

Chen, P.-Y., Chiou, J.-M., Yang, Y.-F., Chen, Y.-T., Hsieh, H.-L., Chang, Y.-L., and Tseng, W.-Y. I. (2016) Heterogeneous Aging Effects on Functional Connectivity in Different Cortical Regions: A Resting-state Functional MRI Study Using Functional Data Analysis. PloS one, 11(9), e0162028

Chiou, J.-M., Chen, Y.-T., and Hsing, T. (2019) Identifying Multiple Changes for a Functional Data Sequence with Application to Freeway Traffic Segmentation. The Annals of Applied Statistics, 13(3), 1430-1463

Chen, Y.-T., Chiou, J.-M., and Huang, T.-M. (2023) Greedy Segmentation for a Functional Data Sequence. Journal of the American Statistical Association, 118(542), 959-971.
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