丘政民 CHIOU, Jeng-Min

Research Fellow
Institute of Statistical Science, Academia Sinica
Ph.D. in Statistics, University of California, Davis.
 

Contact Information

Institute of Statistical Science, Academia Sinica
128 Section 2 Academia Road
Nankang District, Taipei City
Phone: +886-2-27835611 ext 312
E-mail: jmchiou@stat.sinica.edu.tw
 

Research Interests

  • Functional data analysis, longitudinal data modeling
  • Traffic flow analysis and prediction, Intelligent Transportation Systems
  • Semi-parametric methods, quasi-likelihood and estimating equations
  • Statistical methods in ageing
  • Statistics for neuroimaging
  • Biostatistical applications
 

Professional Experiences

  • Acting Director, Institute of Statistical Science, Academia Sinica, since 2016-2017.
  • Deputy Director, Institute of Statistical Science, Academia Sinica, 2014–2016, 2009–2013.
  • Associate/Full Research Fellow, Institute of Statistical Science, Academia Sinica, 2004–2009-present.
  • Assistant/Associate Investigator, Division of Biostatistics and Bioinformatics, National Health Research Institutes, 2000-2003–2004.
  • Assistant Professor, Department of Mathematics, National Chung Cheng University, 1998–2000.
 

Selected Professional Services

  • Panel Chair in Statistical Science, Review Committee of Ministry of Science & Technology (2014–2016).
  • Council member, Bernoulli Society (2015–2017)
  • Co-Chair, The 9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016)
  • Co-Editor of Statistica Sinica (2011–2014)
  • Managing Editor of Statistica Sinica (2008–2011)
 

Honors/Awards

  • Outstanding Service Award, International Chinese Statistical Association
  • Fellow of the American Statistical Association
  • Investigator Award, Academia Sinica
  • Outstanding Research Award, Ministry of Science & Technology
 

Selected Publications

  • Chiou, J.-M. and Müller, H-G (2016) A pairwise interaction model for multivariate functional and longitudinal data. Biometrika 103, 371–396.
  • Wang, J-L, Chiou, J.-M. and Müller, H-G (2016) Functional data analysis. Annual Review of Statistics and Its Application 3, 257-295.
  • Chiou, J.-M. and Müller, H-G (2014) Linear manifold modeling of multivariate functional data. Journal of the Royal Statistical Society Series B - Statistical Methodology 76, 605-626.
  • Chiou, J.-M., Zhang, Y.-C., Chen, W.-H. and Chang, C.-W. (2014) A functional data approach to missing value imputation and outlier detection for traffic flow data. Transportmetrica B, 2, 106-129.
  • Chiou, J.-M. (2012) Dynamical functional prediction and classification, with application to traffic flow prediction. The Annals of Applied Statistics 6, 1588-1614.
  • Chiou, J.-M. and Müller, 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 - Statistical Methodology 69, 679-699.