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國立臺灣大學統計與數據科學研究所
江其衽(JIANG, Ci-Ren)
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江其衽
副教授
辦公室
次震宇宙館 606室
E-mail
cirenjiang@ntu.edu.tw
網頁
http://homepage.ntu.edu.tw/~cirenjiang/
簡歷
研究領域
學術著作
教學
簡歷
經歷
Associate Professor, Institute of Statistics and Data Science, National Taiwan University, Taipei, Taiwan (2022.8 – present)
Associate Research Fellow, Institute of Statistical Science, Academia Sinica, Taipei, Taiwan (2016.11 – 2022.7)
Assistant Research Fellow, Institute of Statistical Science, Academia Sinica, Taipei, Taiwan (2011.9 – 2016.11)
Postdoctoral Fellow, Statistical and Mathematical Sciences Institute, Research Triangle Park, NC, USA (2010.9 -- 2011.8)
Postdoctoral Fellow, Department of Statistics, University of California, Berkeley, CA, USA (2009.9 – 2010.8)
學歷
Ph. D. Statistics with Emphasis in Biostatistics, University of California, Davis, CA, USA (2005.9 – 2009.8)
榮譽
Career Development Award, Academia Sinica, Taiwan, 2017–2021
Ta-You Wu Memorial Award, MOST, Taiwan, 2015
研究領域
Classification
Dimension Reduction
Functional Approaches for Neuroimaging
Functional/Longitudinal Data Analysis
Nonparametric Regression
學術著作
C.-R. Jiang
, E. Lila, J. A D Aston*, and J.-L. Wang (2022) “Eigen-Adjusted Functional Principal Component Analysis”
Journal of Computational and Graphical Statistics
,
31
, 1141–1152.
h
ttps://doi.org/10.1080/10618600.2022.2067550
W.-C. Cheng, L.-H. Chen*,
C.-R. Jiang
*, Y.-M. Deng, CK Wang, C.-H. Lin, R. Jou*, J.-K. Wang*, and Y.-L. Wang* (2021), “Sensible Functional Linear Discriminant Analysis Effectively Discriminates Enhanced Raman Spectra of
Mycobacterium
Species”,
Analytical Chemistry
,
93
,2785– 2792.
https://dx.doi.org/10.1021/acs.analchem.0c03681
C.-R. Jiang
* and L.-H. Chen (2020) “Filtering Based Approaches for Functional Data Classification,”
WIREs Computational Statistics
,
12
(4), wics1490.
doi:10.1002/wics.1490
.
L.-H. Chen and
C.-R. Jiang
* (2018) “Sensible Functional Linear Discriminant Analysis,”
Computational Statistics and Data Analysis
,
126
, 39–52.
doi:10.1016/j.csda.2018.04.005
.
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.
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.
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.
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.)
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
.
C.-R. Jiang
* and J.-L. Wang (2011) “Functional Single Index Models for Longitudinal Data,”
Annals of Statistics
,
39
, 362–388.
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.
C.-R. Jiang and J.-L.Wang*(2010) “Covariate Adjusted Functional Principal Components Analysis for Longitudinal Data,” Annals of Statistics, 38, 1194–1226.
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)
教學
Statistical Learning (
111-1
,
112-1
)
Nonparametric Regression (
111-2
,
112-2
)
Time Series Analysis (
113-1
)