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Nan Lin |
Education
Ph.D. (2003), Department of Statistics, University of Illinois at
Urbana-Champaign
M. S. (2003), Department of Finance, University of Illinois at Urbana-Champaign
M. S. (2000), Department of Statistics, University of Illinois at
Urbana-Champaign
B. S. (1999), the Special Class for Gifted Young, University of Science and
Technology of China
Research Interests
· Statistical computing in massive data
· Bayesian regularization methods
· Order-restricted inference
· Ranked-set sampled data
· Statistical applications in Bioinformatics, Computer Science and Psychometrics
Teaching
Math3200: Elementary to
Intermediate Statistics
Math459: Bayesian Statistics
Publications and manuscripts
[1]
Li, Q., Xi, R., Zhang, B. and Lin, N. (2009), Sensitivity of the false
discovery rate.
[2]
Lin, N. and Xi, R. (2008), Aggregated estimating equation estimation.
[3]
Lin, N. and Xi, R. (2008), Fast
computation of U-statistics, under revision.
[4]
Liu, T., Lin, N.
and Zhang, B. (2009), Empirical likelihood for balanced ranked-set sampled
data, Science in China Series A:
Mathematics, accepted.
[5]
Liu, T., Lin, N.,
Shi, N. and Zhang, B. (2009), Information criterion-based clustering with
order-restricted candidate profiles in short time-course microarray
experiments,
[6]
Lin, N. (2009), Multiple-trait
QTL mapping using SSVS, In S. Ma and Y. Wang (eds), Frontiers of Biostatistics and Bioinformatics, 40-52, USTC Press.
[7]
Xi, R., Lin, N., and
Chen, Y. (2009), Compression and aggregation for logistic regression analysis
in data cubes, IEEE Transactions on Knowledge and Data Engineering, 21(4),
479-492.
[8]
Woods,
C. and Lin, N. (2009), Item
response theory with estimation of the latent density using Davidian curves, Applied Psychological Measurement,
33, 102-117.
[9]
McDunn,
J. E., Husain, K. D., Polpitiya, A. D., Burykin A., Ruan, J., Li, Q.,
Schierding, W., Lin, N., Dixon, D.,
Zhang W., Coopersmith, C. M., Dunne, M. W., Colonna, M., Ghosh, B., Cobb, J. P.
(2008), Plasticity of the systemic inflammatory response to acute infection
during critical illness: Development of the Riboleukogram, PLoSONE, 3, e1564.
[10]Lin, N. and He, X. (2006), Robust and efficient estimation under
data grouping, Biometrika, 93 (1), 99-112.
[11]Lin, N.
and Zhao, H. (2005),
Are scale-free networks robust to measurement errors?,
[12]Lin, N.,
Wu, B., Jansen, R., Gerstein, M. and Zhao, H. (2004), Information assessment on
predicting protein-protein interactions,
[13]Lin, N., Bailey, B. A., He, X. and Buttlar, W. G. (2004), Adjustment
of measuring devices with linear models,
Technometrics, 46(2),
127-134.
Students
Qing Li, Ph.D. candidate
Ruibin Xi, Ph.D., 2009
Zhiyong Huang, M.S., 2008
Xiaoqiong Yu, M.S., 2006
(co-advised with Prof. Stanley Sawyer)
Special Recognition for Outstanding Mentors,