Publications

  1. L.-H. Chen and C.-R. Jiang* (2017) “Multidimensional Functional Principal Component Analysis,” Statistics and Computing, 27(5), 1181–1192. DOI:10.1007/s11222-016-9679-5. Code
  2. C.-R. Jiang, J. A D Aston* and J.-L. Wang (2016) A Functional Approach to Deconvolve Dynamic Neuroimaging Data, Journal of the American Statistical Association, 111, 1–13.
  3. C.-R. Jiang, J. C.-C. Liu, X. J. Zhou and H. Huang*(2014) Statistical Optimization in Multi-label Classification Problems, Statistica Sinica, 24, 1547–1570.
  4. C.-R. Jiang, W. Yu and J.-L. Wang* (2014) Inverse Regression for Longitudinal Data, Annals of Statistics, 42, 563–591.
    Supplement: DOI:10.1214/13-AOS1193SUPP.
    Correction: C.-R. Jiang and J.-L. Wang* (2015) Annals of Statistics, 43, 2326–2329.
  5. J. J. Li, C.-R. Jiang, J. B. Brown, H. Huang* and P. J. Bickel* (2011) Sparse Linear Modeling of RNA-seq Data for Isoform Discovery and Abundance Estimation, PNAS, 108(50), 19867–19872; doi:10.1073/pnas.1113972108.
  6. C.-R. Jiang* and J.-L. Wang (2011) Functional Single Index Models for Longitudinal Data, Annals of Statistics, 39, 362–388. Code
  7. P.-F. Duyck, N. Kouloussis, N. T. Papadopoulos, S. Quilici, J.-L. Wang, C.-R. Jiang, H.-G. Müller, and J. R. Carey* (2010) Lifespan of a Ceratitis Fruit Fly Increases with Higher Altitude, Biological Journal of the Linnean Society, 101, 345–350.
  8. C.-R. Jiang and J.-L. Wang* (2010) Covariate Adjusted Functional Principal Components Analysis for Longitudinal Data, Annals of Statistics, 38, 1194–1226. Code
  9. C.-R. Jiang, J. A D Aston*, and J.-L. Wang (2009) Smoothing Dynamic Positron Emission Tomography Time Courses Using Functional Principal Components, NeuroImage, 47, 184–193 (NIHMSID #123391, Publ.ID: YNIMG6096)

Manuscripts

  • L.-H. Chen and C.-R. Jiang* (2017+) “Sensible Functional Linear Discriminant Analysis” Code
  • L.-H. Chen and C.-R. Jiang* (2017+) “Sensible Functional Classification”
  • L.-H. Chen and C.-R. Jiang* (2017+) “Inverse Regression for Multivariate Functional Data”
  • C.-R. Jiang, J. A D Aston*, and J.-L. Wang (2017+) "Eigen-Adjusted Functional Principal Component Analysis"