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2009

Ecient large margin semisupervised learning: method and theory

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

Research output: Contribution to journalArticle

Editorial: On the interface of statistics and machine learning

Shen, X. & Christmann, A., 2009, In : Statistics and its Interface. 2, p. 255-256

Research output: Contribution to journalArticle

Effect of antivenin dose on outcome from crotalid envenomation: 218 dogs (1988-2006): Retrospective study

McCown, J. L., Cooke, K. L., Hanel, R. M., Jones, G. L. & Hill, R. C., Dec 1 2009, In : Journal of Veterinary Emergency and Critical Care. 19, 6, p. 603-610 8 p.

Research output: Contribution to journalArticle

21 Scopus citations

Efficient global approximation of generalized nonlinear ℓ1 -Regularized solution paths and its applications

Yuan, M. & Zou, H., Dec 1 2009, In : Journal of the American Statistical Association. 104, 488, p. 1562-1574 13 p.

Research output: Contribution to journalArticle

7 Scopus citations

Generalized thresholding of large covariance matrices

Rothman, A. J., Levina, E. & Zhu, J., Mar 1 2009, In : Journal of the American Statistical Association. 104, 485, p. 177-186 10 p.

Research output: Contribution to journalArticle

199 Scopus citations

Improved Skewness Measures

Meeden, G. D. & Groenveld, R., 2009, In : Metron-International Journal of Statistics. 67, p. 325-327

Research output: Contribution to journalArticle

3 Scopus citations

Large margin hierarchical classication with multiple paths

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

Research output: Contribution to journalArticle

Likelihood-based sufficient dimension reduction

Cook, R. D. & Forzani, L., Mar 1 2009, In : Journal of the American Statistical Association. 104, 485, p. 197-208 12 p.

Research output: Contribution to journalArticle

80 Scopus citations

Likelihood Inference in Exponential Families and Directions of Recession

Geyer, C. J., 2009, In : Electronic Journal of Statistics. 3, p. 259-289

Research output: Contribution to journalArticle

24 Scopus citations

Locally weighted censored quantile regression

Wang, H. J. & Wang, L., Oct 14 2009, In : Journal of the American Statistical Association. 104, 487, p. 1117-1128 12 p.

Research output: Contribution to journalArticle

130 Scopus citations

Local rank inference for varying coefficient models

Wang, L., Kai, B. & Li, R., Dec 1 2009, In : Journal of the American Statistical Association. 104, 488, p. 1631-1645 15 p.

Research output: Contribution to journalArticle

46 Scopus citations

Lymphocyte-bound complement activation products as biomarkers for diagnosis of systemic lupus erythematosus

Liu, C. C., Kao, A. H., Hawkins, D. M., Manzi, S., Sattar, A., Wilson, N. & Ahearn, J. M., 2009, In : Clinical and translational science. 2, 4, p. 300-308 9 p.

Research output: Contribution to journalArticle

25 Scopus citations

Multi-class AdaBoost

Zou, H., Zhu, J., Rosset, S. & Hastie, T., 2009, In : Statistics and its Interface. 2, p. 349-360

Research output: Contribution to journalArticle

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

65 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

44 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., 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 2009, In : Annals of Statistics. 37, 4, p. 1733-1751 19 p.

Research output: Contribution to journalArticle

315 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

11 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

45 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

53 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

54 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 2009, In : Biometrics. 65, 2, p. 564-571 8 p.

Research output: Contribution to journalArticle

41 Scopus citations

Wilcoxon-type generalized Bayesian information criterion

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

Research output: Contribution to journalArticle

15 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 2008, In : Journal of Nonparametric Statistics. 20, 5, p. 365-382 18 p.

Research output: Contribution to journalArticle

17 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

40 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

28 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

276 Scopus citations

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

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

Research output: Contribution to journalArticle

12 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

26 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 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

120 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

161 Scopus citations

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., 2008, In : Antiviral Therapy. 13, 2, p. 177-187 11 p.

Research output: Contribution to journalArticle

192 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

321 Scopus citations