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學經歷 |  |
| Ph.D. in Statistics, University of California, Davis. | ||
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研究領域 | |
| ．Functional data analysis ．Longitudinal data modeling ．Semi-parametric regression ．Clustering and classification ．Traffic flow analysis and prediction ．Aging research and mortality forecast ．Statistics for neuroimaging |
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論文著作 | |
| ．Chiou, J.-M. and Muller, H-G (2013) Linear manifold modeling of multivariate functional data. Journal of the Royal Statistical Society Series B-Statistical Methodology. (published online 19 Sept 2013). ．Chiou, J.-M. (2012) Dynamical functional prediction and classification, with application to traffic flow prediction. The Annals of Applied Statistics 6,1588-1614. ．Li, P.-L. and Chiou, J.-M. (2011) Identifying cluster numbers for subspace projected functional data clustering. Computational Statistics and Data Analysis 55, 2090-2103. ．Aston, J.A.D, Chiou, J.-M. and Evans, J.E. (2010) Linguistic pitch analysis using functional principal component mixed effect models. Journal of the Royal Statistical Society Series C 59, 297-317. ．Chiou, J.-M. and Muller, H-G (2009) Modeling hazard rates as functional data for the analysis of cohort lifetables and mortality forecasting. Journal of The American Statistical Association 104. 572-585. ．Chiou, J.-M. and Li, P.-L. (2008) Correlation-based functional clustering via subspace projection. Journal of The American Statistical Association 103, 1684-1692. ．Chiou, J.-M. and Li, P.-L. (2007) Functional clustering and identifying substructures of longitudinal data. Journal of the Royal Statistical Society Series B 69, 679-699. |
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