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2009

Network-based support vector machine for classification of microarray samples

Zhu, Y., Shen, X. T. & Pan, W., Jan 30 2009, In : BMC bioinformatics. 10, SUPPL. 1, S21.

Research output: Contribution to journalArticle

62 Scopus citations

New approaches to model-free dimension reduction for bivariate regression

Wen, X. M. & Cook, R. D., Mar 1 2009, In : Journal of Statistical Planning and Inference. 139, 3, p. 734-748 15 p.

Research output: Contribution to journalArticle

4 Scopus citations

Nonparametric control chart for monitoring profiles using change point formulation and adaptive smoothing

Zou, C., Qiu, P. & Hawkins, D., Jul 1 2009, In : Statistica Sinica. 19, 3, p. 1337-1357 21 p.

Research output: Contribution to journalArticle

42 Scopus citations

On efficient large margin semisupervised learning: Method and theory

Wang, J., Shen, X. T. & Pan, W., Jan 1 2009, In : Journal of Machine Learning Research. 10, p. 719-742 24 p.

Research output: Contribution to journalArticle

33 Scopus citations

On Large Margin Hierarchical Classification With Multiple Paths

Wang, J., Shen, X. & Pan, W., Oct 14 2009, In : Journal of the American Statistical Association. 104, 487, p. 1213-1223 11 p.

Research output: Contribution to journalArticle

14 Scopus citations

On the adaptive elastic-net with a diverging number of parameters

Zou, H. & Zhang, H. H., Aug 1 2009, In : Annals of Statistics. 37, 4, p. 1733-1751 19 p.

Research output: Contribution to journalArticle

302 Scopus citations

Partial central subspace and sliced average variance estimation

Shao, Y., Dennis Cook, R. & Weisberg, S., Mar 1 2009, In : Journal of Statistical Planning and Inference. 139, 3, p. 952-961 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Penalized model-based clustering with unconstrained covariance matrices

Zhou, H., Pan, W. & Shen, X., 2009, In : Electronic Journal of Statistics. 3, p. 1473-1496 24 p.

Research output: Contribution to journalArticle

28 Scopus citations

Quantitative structure-activity relationship (QSAR) modeling of human blood: Air partitioning with proper statistical methods and validation

Basak, S. C., Mills, D., Hawkins, D. M. & Kraker, J. J., May 26 2009, In : Chemistry and Biodiversity. 6, 4, p. 487-502 16 p.

Research output: Contribution to journalArticle

8 Scopus citations

Recursive partitioning

Hawkins, D. M., Nov 1 2009, In : Wiley Interdisciplinary Reviews: Computational Statistics. 1, 3, p. 290-295 6 p.

Research output: Contribution to journalArticle

6 Scopus citations

Special Issue on Machine Learning and Data Mining.

Shen, X. & Christmann, A., 2009, In : Statistics and its Interface. 2

Research output: Contribution to journalArticle

Species-specific interaction of seminal plasma on sperm-neutrophil binding

Alghamdi, A. S., Lovaas, B. J., Bird, S. L., Lamb, G. C., Rendahl, A., Taube, P. C. & Foster, D. N., Sep 1 2009, In : Animal reproduction science. 114, 4, p. 331-344 14 p.

Research output: Contribution to journalArticle

38 Scopus citations

Structured variable selection and estimation

Yuan, M., Roshan Joseph, V. & Zou, H., Dec 1 2009, In : Annals of Applied Statistics. 3, 4, p. 1738-1757 20 p.

Research output: Contribution to journalArticle

49 Scopus citations

Sufficient dimension reduction and prediction in regression

Adragni, K. P. & Cook, R. D., Nov 13 2009, In : Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 367, 1906, p. 4385-4405 21 p.

Research output: Contribution to journalArticle

51 Scopus citations

Support vector machines with disease-gene-centric network penalty for high-dimensional microarray data

Zhu, Y., Pan, W. & Shen, X., 2009, In : Statistics and its Interface. 2, p. 257-269

Research output: Contribution to journalArticle

The entries of circular orthogonal ensembles

Jiang, T., 2009, In : Journal of Mathematical Physics. 50, 6, 063302.

Research output: Contribution to journalArticle

7 Scopus citations

Weighted wilcoxon-type smoothly clipped absolute deviation method

Wang, L. & Li, R., Jun 1 2009, In : Biometrics. 65, 2, p. 564-571 8 p.

Research output: Contribution to journalArticle

40 Scopus citations

Wilcoxon-type generalized Bayesian information criterion

Wang, L., Mar 1 2009, In : Biometrika. 96, 1, p. 163-173 11 p.

Research output: Contribution to journalArticle

14 Scopus citations
2008

A Bayesian EWMA method to detect jumps at the start-up phase of a process

Tsiamyrtzis, P. & Hawkins, D. M., Oct 1 2008, In : Quality and Reliability Engineering International. 24, 6, p. 721-735 15 p.

Research output: Contribution to journalArticle

10 Scopus citations

An ANOVA-type nonparametric diagnostic test for heteroscedastic regression models

Wang, L., Akritas, M. G. & Van Keilegom, I., Jul 1 2008, In : Journal of Nonparametric Statistics. 20, 5, p. 365-382 18 p.

Research output: Contribution to journalArticle

14 Scopus citations

A noninformative bayesian approach to finite population sampling using auxiliary variables

Lazar, R., Meeden, G. & Nelson, D., 2008, In : Survey Methodology. 34, 1, p. 51-64 14 p.

Research output: Contribution to journalArticle

11 Scopus citations

A note on path-based variable selection in the penalized proportional hazards model

Zou, H., Mar 1 2008, In : Biometrika. 95, 1, p. 241-247 7 p.

Research output: Contribution to journalArticle

39 Scopus citations

Applying the multi-category learning to multiple video object extraction

Liu, Y., Zheng, Y. F. & Shen, X., Sep 2008, In : Pattern Recognition. 41, 9, p. 2777-2788 12 p.

Research output: Contribution to journalArticle

5 Scopus citations

A sequential Bayesian control model for influenza-like illnesses and early detection of intentional outbreaks

Zamba, K. D., Tsiamyrtzis, P. & Hawkins, D. M., Sep 29 2008, In : Quality Engineering. 20, 4, p. 495-507 13 p.

Research output: Contribution to journalArticle

3 Scopus citations

Asymptomatic myocardial ischaemia in HIV-infected adults

Carr, A., Grund, B., Neuhaus, J., El-Sadr, W. M., Grandits, G., Gibert, C. & Prineas, R. J., Jan 1 2008, In : AIDS. 22, 2, p. 257-267 11 p.

Research output: Contribution to journalArticle

27 Scopus citations

Composite quantile regression and the oracle model selection theory

Zou, H. & Yuan, M., Jun 1 2008, In : Annals of Statistics. 36, 3, p. 1108-1126 19 p.

Research output: Contribution to journalArticle

260 Scopus citations

Covariance reducing models: An alternative to spectral modelling of covariance matrices

Cook, R. D. & Forzani, L., Dec 1 2008, In : Biometrika. 95, 4, p. 799-812 14 p.

Research output: Contribution to journalArticle

11 Scopus citations

Effectiveness of lethal, directed wolf-depredation control in Minnesota

Harper, E. K., Paul, W. J., Mech, L. D. & Weisberg, S., 2008, In : Journal of Wildlife Management. 72, 3, p. 778-784 7 p.

Research output: Contribution to journalArticle

25 Scopus citations

Episodic antiretroviral therapy increases hiv transmission risk compared with continuous therapy: Results of a randomized controlled trial

Burman, W., Grund, B., Neuhaus, J., Douglas, J., Friedland, G., Telzak, E., Colebunders, R., Paton, N., Fisher, M. & Rietmeijer, C., Oct 1 2008, In : Journal of Acquired Immune Deficiency Syndromes. 49, 2, p. 142-150 9 p.

Research output: Contribution to journalArticle

22 Scopus citations

Evaluation of formal posterior distributions via Markov chain arguments

Eaton, M. L., Hobert, J. P., Jones, G. L. & Lai, W. L., Oct 1 2008, In : Annals of Statistics. 36, 5, p. 2423-2452 30 p.

Research output: Contribution to journalArticle

1 Scopus citations

Experimental support for Multiple-locus complementary sex determination in the parasitoid Cotesia vestalis

De Boer, J. G., Ode, P. J., Rendahl, A. K., Vet, L. E. M., Whitfield, J. B. & Heimpel, G. E., Nov 1 2008, In : Genetics. 180, 3, p. 1525-1535 11 p.

Research output: Contribution to journalArticle

37 Scopus citations

Hybrid huberized support vector machines for microarray classification and gene selection

Wang, L., Zhu, J. & Zou, H., Feb 1 2008, In : Bioinformatics. 24, 3, p. 412-419 8 p.

Research output: Contribution to journalArticle

117 Scopus citations

Inferior clinical outcome of the CD4+ cell count-guided antiretroviral treatment interruption strategy in the SMART study: Role of CD4+ cell counts and HIV RNA levels during follow-up

The Strategies for Management of Antiretroviral Therapy (SMART) Study Group, Apr 15 2008, In : Journal of Infectious Diseases. 197, 8, p. 1145-1155 11 p.

Research output: Contribution to journalArticle

Interruption of antiretroviral therapy and risk of cardiovascular disease in persons with HIV-1 infection: Exploratory analyses from the SMART trial

Phillips, A. N., Carr, A., Neuhaus, J., Visnegarwala, F., Prineas, R., Burman, W. J., Williams, I., Drummond, F., Duprez, D., Belloso, W. H., Goebel, F. D., Grund, B., Hatzakis, A., Vera, J. & Lundgren, J. D., Apr 21 2008, In : Antiviral Therapy. 13, 2, p. 177-187 11 p.

Research output: Contribution to journalArticle

190 Scopus citations

Localized model selection for regression

Yang, Y., Apr 2008, In : Econometric Theory. 24, 2, p. 472-492 21 p.

Research output: Contribution to journalArticle

4 Scopus citations

Major clinical outcomes in antiretroviral therapy (ART)-naive participants and in those not receiving ART at baseline in the SMART Study

Emery, S., Neuhaus, J. A., Phillips, A. N., Babiker, A., Cohen, C. J., Gatell, J. M., Girard, P. M., Grund, B., Law, M., Losso, M. H., Palfreeman, A. & Wood, R., Apr 15 2008, In : Journal of Infectious Diseases. 197, 8, p. 1133-1144 12 p.

Research output: Contribution to journalArticle

Markov chain Monte Carlo: Can we trust the third significant figure?

Flegal, J. M., Haran, M. & Jones, G. L., Sep 8 2008, In : Statistical Science. 23, 2, p. 250-260 11 p.

Research output: Contribution to journalArticle

164 Scopus citations

Multivariate exponentially weighted moving covariance matrix

Hawkins, D. M. & Maboudou-Tchao, E. M., May 1 2008, In : Technometrics. 50, 2, p. 155-166 12 p.

Research output: Contribution to journalArticle

70 Scopus citations

New multicategory boosting algorithms based on multicategory fisher-consistent losses

Zou, H., Zhu, J. & Hastie, T., Dec 1 2008, In : Annals of Applied Statistics. 2, 4, p. 1290-1306 17 p.

Research output: Contribution to journalArticle

63 Scopus citations

Nonparametric test for checking lack of fit of the quantile regression model under random censoring

Wang, L., Jun 1 2008, In : Canadian Journal of Statistics. 36, 2, p. 321-336 16 p.

Research output: Contribution to journalArticle

13 Scopus citations

One-step sparse estimates in nonconcave penalized likelihood models

Zou, H. & Li, R., Aug 1 2008, In : Annals of Statistics. 36, 4, p. 1509-1533 25 p.

Research output: Contribution to journalArticle

571 Scopus citations

Parametric bootstrap approximation to the distribution of EBLUP and related prediction intervals in linear mixed models

Chatterjee, S., Lahiri, P. & Li, H., Jun 1 2008, In : Annals of Statistics. 36, 3, p. 1221-1245 25 p.

Research output: Contribution to journalArticle

45 Scopus citations

Penalized model-based clustering with cluster-specic diagonal covariances and grouped variables

Shen, X., Wie, B. & Pan, W., 2008, In : Electric Journal of Statistics. 2, p. 168-212

Research output: Contribution to journalArticle

32 Scopus citations
13 Scopus citations

Principal fitted components for dimension reduction in regression

Cook, R. D. & Forzani, L., Nov 2008, In : Statistical Science. 23, 4, p. 485-501 17 p.

Research output: Contribution to journalArticle

58 Scopus citations

Probability estimation for large margin classiers

Shen, X., Wang, J. & Liu, Y. F., 2008, In : Biometrika. 95, p. 149-167

Research output: Contribution to journalArticle

Probability estimation for large-margin classifiers

Wang, J., Shen, X. & Liu, Y., Mar 1 2008, In : Biometrika. 95, 1, p. 149-167 19 p.

Research output: Contribution to journalArticle

46 Scopus citations

QSPR checking and validation: A case study with hydroxy radical reaction rate constant

Hawkins, D. M., Kraker, J. J., Basak, S. C. & Mills, D., Jul 1 2008, In : SAR and QSAR in environmental research. 19, 5-6, p. 525-539 15 p.

Research output: Contribution to journalArticle

14 Scopus citations