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2007

Nonparametric test for the form of parametric regression with time series errors

Wang, L. & Van Keilegom, I., Jan 1 2007, In : Statistica Sinica. 17, 1, p. 369-386 18 p.

Research output: Contribution to journalArticle

6 Scopus citations

Nonparametric trend detection with time series errors

Wang, L. & van Keilegom, I., 2007, In : Statistica Sinica. 17, p. 369-386

Research output: Contribution to journalArticle

1 Scopus citations

On L1-norm multiclass support vector machines: Methodology and theory

Wang, L. & Shen, X., Jun 1 2007, In : Journal of the American Statistical Association. 102, 478, p. 583-594 12 p.

Research output: Contribution to journalArticle

70 Scopus citations

On L1-norm multi-class support vector machines: methodology and theory

Shen, X. & Wang, L., 2007, In : Journal of the American Statistical Association. 102, p. 595-602

Research output: Contribution to journalArticle

17 Scopus citations

On perturbations of strongly admissible prior distributions

Eaton, M. L., Hobert, J. P. & Jones, G. L., Sep 1 2007, In : Annales de l'institut Henri Poincare (B) Probability and Statistics. 43, 5, p. 633-653 21 p.

Research output: Contribution to journalArticle

3 Scopus citations

On the "degrees of freedom" of the lasso

Zou, H., Hastie, T. & Tibshirani, R., Oct 1 2007, In : Annals of Statistics. 35, 5, p. 2173-2192 20 p.

Research output: Contribution to journalArticle

437 Scopus citations

On transductive support vector machines

Shen, X., Wang, J. & Pan, W., 2007, In : Contemporary Mathematics. 443, p. 7-19

Research output: Contribution to journalArticle

Optimal sufficient dimension reduction for the conditional mean in multivariate regression

Yoo, J. K. & Cook, R. D., Mar 1 2007, In : Biometrika. 94, 1, p. 231-242 12 p.

Research output: Contribution to journalArticle

21 Scopus citations

Optimal sufficient dimension reduction in regressions with categorical predictors

Wen, X. & Cook, R. D., Jun 1 2007, In : Journal of Statistical Planning and Inference. 137, 6, p. 1961-1978 18 p.

Research output: Contribution to journalArticle

21 Scopus citations

Partial inverse regression

Li, L., Cook, R. D. & Tsai, C. L., Sep 14 2007, In : Biometrika. 94, 3, p. 615-625 11 p.

Research output: Contribution to journalArticle

29 Scopus citations

Penalized model-based clustering with application to variable selection

Pan, W. & Shen, X., May 2007, In : Journal of Machine Learning Research. 8, p. 1145-1164 20 p.

Research output: Contribution to journalArticle

125 Scopus citations

Prediction/estimation with simple linear model: Is it really that simple?

Yang, Y., 2007, In : Econometric Theory. 23, p. 1-36

Research output: Contribution to journalArticle

24 Scopus citations

Prediction/estimation with simple linear models: Is it really that simple?

Yang, Y., Feb 1 2007, In : Econometric Theory. 23, 1, p. 1-36 36 p.

Research output: Contribution to journalArticle

24 Scopus citations

Quantitative Structure-Activity Relationship (QSAR) modeling of juvenile hormone activity: Comparison of validation procedures

Kraker, J. J., Hawkins, D. M., Basak, S. C., Natarajan, R. & Mills, D., May 15 2007, In : Chemometrics and Intelligent Laboratory Systems. 87, 1, p. 33-42 10 p.

Research output: Contribution to journalArticle

38 Scopus citations

Robust tests in regression models with omnibus alternatives and bounded influence

Wang, L. & Qu, A., Mar 1 2007, In : Journal of the American Statistical Association. 102, 477, p. 347-358 12 p.

Research output: Contribution to journalArticle

12 Scopus citations

Self-starting multivariate exponentially weighted moving average control charting

Hawkins, D. M. & Maboudou-Tchao, E. M., May 1 2007, In : Technometrics. 49, 2, p. 199-209 11 p.

Research output: Contribution to journalArticle

43 Scopus citations

Semisupervised learning via constraints

Shen, X. & Pan, W., 2007, In : Contemporary Mathematics. 443, p. 193-204

Research output: Contribution to journalArticle

Some Bayesian methods for two auditing problems

Meeden, G. & Sargent, D., Jan 1 2007, In : Communications in Statistics - Theory and Methods. 36, 15, p. 2727-2740 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Speed versus accuracy trade-offs in microarchitectural simulations

Yi, J. J., Sendag, R., Lilja, D. J. & Hawkins, D. M., Nov 1 2007, In : IEEE Transactions on Computers. 56, 11, p. 1549-1563 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

Survival dynamics of Aphanomyces cochlioides oospores exposed to heat stress

Dyer, A. T., Windels, C. E., Cook, R. D. & Leonard, K. J., Apr 1 2007, In : Phytopathology. 97, 4, p. 484-491 8 p.

Research output: Contribution to journalArticle

4 Scopus citations

Time series models for forecasting: Testing or combining?

Chen, Z. & Yang, Y., Mar 2007, In : Studies in Nonlinear Dynamics and Econometrics. 11, 1, 3.

Research output: Contribution to journalArticle

7 Scopus citations

Visceral and subcutaneous adiposity measurements in adults: Influence of measurement site

Ellis, K. J., Grund, B., Visnegarwala, F., Thackeray, L., Miller, C. G., Chesson, C. E., El-Sadr, W. & Carr, A., Jun 1 2007, In : Obesity. 15, 6, p. 1441-1447 7 p.

Research output: Contribution to journalArticle

23 Scopus citations
2006

A multivariate change-point model for statistical process control

Zamba, K. D. & Hawkins, D. M., Nov 2006, In : Technometrics. 48, 4, p. 539-549 11 p.

Research output: Contribution to journalArticle

82 Scopus citations

Arm using individual estimator for variance

Oh, J. C., Lu, Y. & Yang, Y., May 2006, In : Journal of Applied Mathematics and Computing. 21, 1-2, p. 477-483 7 p.

Research output: Contribution to journalArticle

Assessing relative risks of infection and rejection: A meta-analysis using an immune function assay

Kowalski, R. J., Post, D. R., Mannon, R. B., Sebastian, A., Wright, H. I., Sigle, G., Burdick, J., Elmagd, K. A., Zeevi, A., Lopez-Cepero, M., Daller, J. A., Gritsch, H. A., Reed, E. F., Jonsson, J., Hawkins, D. M. & Britz, J. A., Sep 1 2006, In : Transplantation. 82, 5, p. 663-668 6 p.

Research output: Contribution to journalArticle

258 Scopus citations

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

1699 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

21 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

160 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

1389 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