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2006

CD4+ count-guided interruption of antiretroviral treatment

El-Sadr, W. M., Lundgren, J. D., Neaton, J. D., Gordin, F., Abrams, D., Arduino, R. C., Babiker, A., Burman, W., Clumeck, N., Cohen, C. J., Cohn, D., Cooper, D., Darbyshire, J., Emery, S., Fätkenheuer, G., Gazzard, B., Grund, B., Hoy, J., Klingman, K., Losso, M. & 4 others, Markowitz, N., Neuhaus, J., Phillips, A. & Rappoport, C., Nov 30 2006, In : New England Journal of Medicine. 355, 22, p. 2283-2296 14 p.

Research output: Contribution to journalArticle

1704 Scopus citations

Combining chemodescriptors and biodescriptors in quantitative structure-activity relationship modeling

Hawkins, D. M., Basak, S. C., Kraker, J., Geiss, K. T. & Witzmann, F. A., Jan 1 2006, In : Journal of Chemical Information and Modeling. 46, 1, p. 9-16 8 p.

Research output: Contribution to journalArticle

36 Scopus citations

Comparing learning methods for classification

Yang, Y., Apr 2006, In : Statistica Sinica. 16, 2, p. 635-657 23 p.

Research output: Contribution to journalArticle

22 Scopus citations

Conditionally specified space-time models for multivariate processes

Daniels, M. J., Zhou, Z. & Zou, H., Mar 1 2006, In : Journal of Computational and Graphical Statistics. 15, 1, p. 157-177 21 p.

Research output: Contribution to journalArticle

11 Scopus citations

Dimension reduction via marginal high moments in regression

Yin, X. & Cook, R. D., Feb 15 2006, In : Statistics and Probability Letters. 76, 4, p. 393-400 8 p.

Research output: Contribution to journalArticle

2 Scopus citations

Estimation of generalization error: Random and fixed inputs

Wang, J. & Shen, X. T., Apr 1 2006, In : Statistica Sinica. 16, 2, p. 569-588 20 p.

Research output: Contribution to journalArticle

12 Scopus citations

Estimation of generalization error: xed and random inputs

Shen, X. & Wang, J., 2006, In : Statistica Sinica. 16, p. 569-588

Research output: Contribution to journalArticle

Fixed-width output analysis for Markov chain Monte Carlo

Jones, G. L., Haran, M., Caffo, B. S. & Neath, R., 2006, In : Journal of the American Statistical Association. 101, 476, p. 1537-1547 11 p.

Research output: Contribution to journalArticle

162 Scopus citations

How many entries of a typical orthogonal matrix can be approximated by independent normals?

Jiang, T., Jul 2006, In : Annals of Probability. 34, 4, p. 1497-1529 33 p.

Research output: Contribution to journalArticle

42 Scopus citations

Multicategory support vector machines, feature selection and solution path

Shen, X. & Wang, L., 2006, In : Statistica Sinica. 16, p. 617-634

Research output: Contribution to journalArticle

Multi-category support vector machines, feature selection and solution path

Wang, L. & Shen, X. T., Apr 1 2006, In : Statistica Sinica. 16, 2, p. 617-633 17 p.

Research output: Contribution to journalArticle

21 Scopus citations

Multicategory SVM and -learning-methodology and theory

Shen, X. & Liu, YF., 2006, In : Journal of the American Statistical Association. 101, p. 500-509

Research output: Contribution to journalArticle

Multicategory ψ-learning

Liu, Y. & Shen, X., Jun 1 2006, In : Journal of the American Statistical Association. 101, 474, p. 500-509 10 p.

Research output: Contribution to journalArticle

108 Scopus citations

Noninformative nonparametric finite population quantile estimation

Meeden, G. D. & Nelson, D., 2006, In : Journal of Statistical Planning and Inference. 136, p. 53-67

Research output: Contribution to journalArticle

Noninformative nonparametric quantile estimation for simple random samples

Nelson, D. & Meeden, G., Jan 1 2006, In : Journal of Statistical Planning and Inference. 136, 1, p. 53-67 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

On the inconsistency of the change-point estimator for the NE family

Jandhyala, V. K., Fotopoulos, S. B. & Hawkins, D. M., Jun 1 2006, In : Metrika. 63, 3, p. 309-315 7 p.

Research output: Contribution to journalArticle

2 Scopus citations

Optimal model assessment, selection, and combination

Shen, X. T. & Huang, H. C., Jun 1 2006, In : Journal of the American Statistical Association. 101, 474, p. 554-568 15 p.

Research output: Contribution to journalArticle

47 Scopus citations

Optimal model assessment, selection and combination

Shen, X. & Huang, H., 2006, In : Journal of the American Statistical Association. 101, p. 554-568

Research output: Contribution to journalArticle

47 Scopus citations

Quantitative structure-activity relationship modeling of juvenile hormone mimetic compounds for Culex pipiens larvae, with a discussion of descriptor-thinning methods

Basak, S. C., Natarajan, R., Mills, D., Hawkins, D. M. & Kraker, J. J., Jan 1 2006, In : Journal of Chemical Information and Modeling. 46, 1, p. 65-77 13 p.

Research output: Contribution to journalArticle

34 Scopus citations

Semisupervised learning via penalized mixture model with application to microarray sample classication

Shen, X., Pan, W., Jiang, A. & Hebbel, R., 2006, In : Bioinformatics. 22, p. 2388-2395

Research output: Contribution to journalArticle

Semi-supervised learning via penalized mixture model with application to microarray sample classification

Pan, W., Shen, X., Jiang, A. & Hebbel, R. P., Oct 1 2006, In : Bioinformatics. 22, 19, p. 2388-2395 8 p.

Research output: Contribution to journalArticle

24 Scopus citations

Sparse principal component analysis

Zou, H., Hastie, T. & Tibshirani, R., Jun 1 2006, In : Journal of Computational and Graphical Statistics. 15, 2, p. 265-286 22 p.

Research output: Contribution to journalArticle

1419 Scopus citations

Special Issue on Machine Learning and Data Mining

Shen, X., Lin, Y. & Chang, I., 2006, In : Statistica Sinica. 16

Research output: Contribution to journalArticle

Spectral measure of large random Hankel, Markov and Toeplitz matrices

Bryc, W., Dembo, A. & Jiang, T., Jan 2006, In : Annals of Probability. 34, 1, p. 1-38 38 p.

Research output: Contribution to journalArticle

121 Scopus citations
5 Scopus citations

Testing for covariate effects in the fully nonparametric analysis of covariance model

Wang, L. & Akritas, M. G., Jun 1 2006, In : Journal of the American Statistical Association. 101, 474, p. 722-736 15 p.

Research output: Contribution to journalArticle

3 Scopus citations

Texturized vegetable protein containing indigestible soy carbohydrate affects blood insulin concentrations in dogs fed high fat diets

Hill, R. C., Burrows, C. F., Bauer, J. E., Ellison, G. W., Finke, M. D. & Jones, G. L., Jul 6 2006, In : Journal of Nutrition. 136, 7

Research output: Contribution to journalArticle

2 Scopus citations

The adaptive lasso and its oracle properties

Zou, H., Dec 1 2006, In : Journal of the American Statistical Association. 101, 476, p. 1418-1429 12 p.

Research output: Contribution to journalArticle

2914 Scopus citations

The doubly regularized support vector machine

Wang, L., Zhu, J. & Zou, H., Apr 1 2006, In : Statistica Sinica. 16, 2, p. 589-615 27 p.

Research output: Contribution to journalArticle

141 Scopus citations
21 Scopus citations

Two-way heteroscedastic anova when the number of levels is large

Wang, L. & Akritas, M. G., Oct 1 2006, In : Statistica Sinica. 16, 4, p. 1387-1408 22 p.

Research output: Contribution to journalArticle

18 Scopus citations

Using a Markov chain to construct a tractable approximation of an intractable probability distribution

Hobert, J. P., Jones, G. L. & Robert, C. P., Mar 1 2006, In : Scandinavian Journal of Statistics. 33, 1, p. 37-51 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

Using intraslice covariances for improved estimation of the central subspace in regression

Cook, R. D. & Ni, L., Mar 1 2006, In : Biometrika. 93, 1, p. 65-74 10 p.

Research output: Contribution to journalArticle

26 Scopus citations
2007

A change point method for linear profile data

Mahmoud, M. A., Parker, P. A., Woodall, W. H. & Hawkins, D. M., Mar 2007, In : Quality and Reliability Engineering International. 23, 2, p. 247-268 22 p.

Research output: Contribution to journalArticle

230 Scopus citations

A control chart for the coefficient of variation

Kang, C. W., Lee, M. S., Seong, Y. J. & Hawkins, D. M., Jan 1 2007, In : Journal of Quality Technology. 39, 2, p. 151-158 8 p.

Research output: Contribution to journalArticle

85 Scopus citations

A general multivariate exponentially weighted moving-average control chart

Hawkins, D. M., Choi, S. & Lee, S., Mar 2007, In : Journal of Quality Technology. 39, 2, p. 118-125 8 p.

Research output: Contribution to journalArticle

23 Scopus citations

A graphical diagnostic for variance functions

Pardoe, I. & Cook, R. D., Sep 1 2007, In : Australian and New Zealand Journal of Statistics. 49, 3, p. 241-250 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

A graphical method for assessing the fit of regression variance functions

Pardoe, I. & Cook, R. D., 2007, In : Australian & New Zealand Jornal of Statistics. 49, p. 241-250

Research output: Contribution to journalArticle

1 Scopus citations

A note on smoothed functional inverse regression

Forzani, L. & Cook, R. D., Oct 1 2007, In : Statistica Sinica. 17, 4, p. 1677-1681 5 p.

Research output: Contribution to journalArticle

5 Scopus citations

A penalized likelihood approach to magnetic resonance image reconstruction

Bulaevskaya, V. L. & Oehlert, G. W., Jan 30 2007, In : Statistics in Medicine. 26, 2, p. 352-374 23 p.

Research output: Contribution to journalArticle

1 Scopus citations

A robust inverse regression estimator

Ni, L. & Cook, R. D., Feb 1 2007, In : Statistics and Probability Letters. 77, 3, p. 343-349 7 p.

Research output: Contribution to journalArticle

4 Scopus citations

A simple nonparametric test for diagnosing nonlinearity in Tobit median regression model

Wang, L., Jun 1 2007, In : Statistics and Probability Letters. 77, 10, p. 1034-1042 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

A smoothing-based nonparametric test for diagnosing the variance structure in regression models

Wang, L. & Zhou, X. H., 2007, In : Biometrics. 63, p. 1218-1225

Research output: Contribution to journalArticle

Assessing the adequacy of variance function in heteroscedastic regression models

Wang, L. & Zhou, X. H., Dec 2007, In : Biometrics. 63, 4, p. 1218-1225 8 p.

Research output: Contribution to journalArticle

13 Scopus citations

Aster models for life history analysis

Geyer, C. J., Wagenius, S. & Shaw, R. G., Jun 1 2007, In : Biometrika. 94, 2, p. 415-426 12 p.

Research output: Contribution to journalArticle

78 Scopus citations

Bayesian modeling of individual's hepatotoxicity

Shen, X., Li, Q. & Pearl, D., 2007, In : Statistics in Medicine. 26, p. 3591-3611

Research output: Contribution to journalArticle

Bayesian modelling of the dynamics of hepatotoxicity

Li, Q., Shen, X. & Pearl, D. K., Aug 30 2007, In : Statistics in Medicine. 26, 19, p. 3591-3611 21 p.

Research output: Contribution to journalArticle

2 Scopus citations

Behavior of elemental sets in regression

Olive, D. J. & Hawkins, D. M., Mar 15 2007, In : Statistics and Probability Letters. 77, 6, p. 621-624 4 p.

Research output: Contribution to journalArticle

4 Scopus citations

Causality and pathway search in microarray time series experiment

Mukhopadhyay, N. D. & Chatterjee, S., Feb 15 2007, In : Bioinformatics. 23, 4, p. 442-449 8 p.

Research output: Contribution to journalArticle

95 Scopus citations