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Publications

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Miyata S, Shen X.  Submitted.  Adaptive free knot splines. Journal of Computational and Graphical Statistics.
Shen X, Ye J.  2002.  Adaptive model selection. Journal of the American Statistical Association. 97:210-221.
Shen X.  2002.  Asymptotic normality of semiparametric and nonparametric posterior distributions. Journal of the American Statistical Association. 97:222-235.
B
Li Q, Shen X, Pearl DK.  2007.  Bayesian Modeling of the Dynamics of Hepatotoxicity. Statistics in Medicine. 26:3591-3611.
Nounou MN, Bakshi RB, Goel PK, Shen X.  2002.  Bayesian principal component analysis. Journal of Chemometrics. 16(11):576-595.
D
Shen X, Li B.  2001.  Discussion of Bickel and Kwon's paper entitled ``Inference for semiparametric models: some questions and an answer''. Statistica Sinica. 11:936-941.
Shen X.  2000.  Discussion of Murphy and Van der Vaart's paper entitled ``On profile likelihood''. Journal of the American Statistical Association. 95:474-477.
L
Shen X.  2000.  Linear regression with current status data. Journal of the American Statistical Association. 95:842-852.
M
Bakshi RB, Nounou MN, Goel PK, Shen X.  2001.  Multiscale Bayesian data rectification of linear steady-state and dynamic systems without accurate models. Industrial & Engineering Chemistry Research. 40:261-274.
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Shen X, Huang S, Cressie N.  2002.  Nonparametric hypothesis testing for a spatial signal. Journal of the American Statistical Association. 97:1122-1140.
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Shen X.  2001.  On Bahadur efficiency and maximum likelihood estimation in general parameter spaces. Statistica Sinica. 11:479-498.
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Nounou MN, Bakshi RB, Goel PK, Shen X.  2002.  Process modeling by Bayesian latent variable regression. American Institute of Chemical Engineers Journal. 48(8):1775-1793.
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Shen X, Wasserman L.  2001.  Rates of convergence of posterior distributions. Annals of Statistics. 29:687-714.
S
Zhou S, Shen X.  2001.  Spatially adaptive regression splines and accurate knot selection schemes. Journal of the American Statistical Association. 96:247-259.
Shen X.  2002.  Spline adaptation to smoothness. Journal of Statistical Planning and Inference. 108:391-409.