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2012

Profiled adaptive Elastic-Net procedure for partially linear models with high-dimensional covariates

Chen, B., Yu, Y., Zou, H. & Liang, H., Jul 1 2012, In : Journal of Statistical Planning and Inference. 142, 7, p. 1733-1745 13 p.

Research output: Contribution to journalArticle

4 Scopus citations

Progranulin (GP88) tumor tissue expression is associated with increased risk of recurrence in breast cancer patients diagnosed with estrogen receptor positive invasive ductal carcinoma

Serrero, G., Hawkins, D. M., Yue, B., Ioffe, O., Bejarano, P., Phillips, J. T., Head, J. F., Elliott, R. L., Tkaczuk, K. R., Godwin, A. K., Weaver, J. E. & Kim, W. E., Feb 8 2012, In : Breast Cancer Research. 14, 1, R26.

Research output: Contribution to journalArticle

27 Scopus citations

Quantile regression for analyzing heterogeneity in ultra-high dimension

Wang, L., Wu, Y. & Li, R., 2012, In : Journal of the American Statistical Association. 107, 497, p. 214-222 9 p.

Research output: Contribution to journalArticle

97 Scopus citations

Regularized rank-based estimation of high-dimensional nonparanormal graphical models

Xue, L. & Zou, H., Oct 1 2012, In : Annals of Statistics. 40, 5, p. 2541-2571 31 p.

Research output: Contribution to journalArticle

106 Scopus citations

Robust combination of model selection methods for prediction

Wei, X. & Yang, Y., Jul 1 2012, In : Statistica Sinica. 22, 3, p. 1021-1040 20 p.

Research output: Contribution to journalArticle

2 Scopus citations

Robust forecast combinations

Wei, X. & Yang, Y., Feb 2012, In : Journal of Econometrics. 166, 2, p. 224-236 13 p.

Research output: Contribution to journalArticle

12 Scopus citations

Simultaneous supervised clustering and feature selection over a graph

Shen, X. T., Huang, H. C. & Pan, W., Dec 2012, In : Biometrika. 99, 4, p. 899-914 16 p.

Research output: Contribution to journalArticle

17 Scopus citations

Some asymptotic results of Gaussian random fields with varying mean functions and the associated processes

Liu, J. & Xu, G., Feb 1 2012, In : Annals of Statistics. 40, 1, p. 262-293 32 p.

Research output: Contribution to journalArticle

16 Scopus citations

Variable transformation to obtain geometric ergodicity in the random-walk Metropolis algorithm

Johnson, L. T. & Geyer, C. J., Dec 1 2012, In : Annals of Statistics. 40, 6, p. 3050-3076 27 p.

Research output: Contribution to journalArticle

12 Scopus citations
2011

`1 Penalized Estimation of High Dimensional Gaussian Mixture Models

Ruan, L., Yuan, M. & Zou, H., 2011, In : Neural Computation. 23, p. 1605-1622

Research output: Contribution to journalArticle

12 Scopus citations

Adaptive tests for association analysis of rare variants

Pan, W. & Shen, X., Jul 2011, In : Genetic Epidemiology. 35, 5, p. 381-388 8 p.

Research output: Contribution to journalArticle

36 Scopus citations

Adaptive tests for detecting gene-gene and gene-environment interactions

Pan, W., Basu, S. & Shen, X., Oct 2011, In : Human Heredity. 72, 2, p. 98-109 12 p.

Research output: Contribution to journalArticle

9 Scopus citations

A Penalized Maximum Likelihood Approach to Sparse Factor Analysis

Zou, H., Choi, J. & Oehlert, G., 2011, In : Statistics and its Interface. 3, p. 429-436

Research output: Contribution to journalArticle

140 Scopus citations

Characterization of dihydrofolate reductases from multiple strains of Plasmodium falciparum using mathematical descriptors of their inhibitors

Basak, S. C., Mills, D. & Hawkins, D. M., Mar 1 2011, In : Chemistry and Biodiversity. 8, 3, p. 440-453 14 p.

Research output: Contribution to journalArticle

12 Scopus citations

ChemModLab: A web-based cheminformatics modeling laboratory

Hughes-Oliver, J. M., Brooks, A. D., Welch, W. J., Khaledi, M. G., Hawkins, D., Young, S. S., Patil, K., Howell, G. W., Ng, R. T. & Chu, M. T., 2011, In : In Silico Biology. 11, 1-2, p. 61-81 21 p.

Research output: Contribution to journalArticle

7 Scopus citations

Clinical Trial of Vinblastine in Dogs with Transitional Cell Carcinoma of the Urinary Bladder

Arnold, E. J., Childress, M. O., Fourez, L. M., Tan, K. M., Stewart, J. C., Bonney, P. L. & Knapp, D. W., Nov 1 2011, In : Journal of veterinary internal medicine. 25, 6, p. 1385-1390 6 p.

Research output: Contribution to journalArticle

42 Scopus citations
11 Scopus citations

Discussion of "Adaptive confidence intervals for the test error in classification"

Yang, Y., Cheng, G., Laber, E. B. & Murphy, S. A., 2011, In : JASA. 106, p. 924-931

Research output: Contribution to journalArticle

Exploring Granger causality between global average observed time series of carbon dioxide and temperature

Kodra, E., Chatterjee, S. & Ganguly, A. R., Jun 2011, In : Theoretical and Applied Climatology. 104, 3-4, p. 325-335 11 p.

Research output: Contribution to journalArticle

37 Scopus citations

Extending pseudo-likelihood for Potts models

Okabayashi, S., Johnson, L. & Geyer, C. J., Jan 1 2011, In : Statistica Sinica. 21, 1, p. 331-347 17 p.

Research output: Contribution to journalArticle

9 Scopus citations

GEE analysis of clustered binary data with diverging number of covariates

Wang, L., Feb 1 2011, In : Annals of Statistics. 39, 1, p. 389-417 29 p.

Research output: Contribution to journalArticle

40 Scopus citations

Generalized degrees of freedom and adaptive model selection in linear mixed-eects models

Shen, X. & Zhang, B., 2011, In : Statistical Analysis and Data Mining. 56, p. 574-586

Research output: Contribution to journalArticle

High dimensional data analysis using multivariate generalized spatial quantiles

Mukhopadhyay, N. D. & Chatterjee, S., Apr 1 2011, In : Journal of Multivariate Analysis. 102, 4, p. 768-780 13 p.

Research output: Contribution to journalArticle

6 Scopus citations

Large margin hierarchical classication with exclusive membership

Shen, X., Wang, H. & Pan, W., 2011, In : Journal of Machine Learning Research. 12, p. 2721-2748

Research output: Contribution to journalArticle

Large margin hierarchical classification with mutually exclusive class membership

Wang, H., Shen, X. & Pan, W., Sep 2011, In : Journal of Machine Learning Research. 12, p. 2721-2748 28 p.

Research output: Contribution to journalArticle

7 Scopus citations

LDR: A package for likelihood-based sufficient dimension reduction

Cook, R. D., Forzani, L. M. & Tomassi, D. R., Mar 1 2011, In : Journal of Statistical Software. 39, 3, p. 1-20 20 p.

Research output: Contribution to journalArticle

11 Scopus citations
81 Scopus citations

Multilocus association testing with penalized regression

Basu, S., Pan, W., Shen, X. & Oetting, W. S., Dec 2011, In : Genetic epidemiology. 35, 8, p. 755-765 11 p.

Research output: Contribution to journalArticle

11 Scopus citations

New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models

Kai, B., Li, R. & Zou, H., Feb 1 2011, In : Annals of Statistics. 39, 1, p. 305-332 28 p.

Research output: Contribution to journalArticle

191 Scopus citations

Nonstandard central limit theorems for Markov chains

De Andrade, B. B. & Geyer, C. J., Apr 1 2011, In : International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems. 19, 2, p. 251-274 24 p.

Research output: Contribution to journalArticle

1 Scopus citations

On the mean and variance of the generalized inverse of a singular wishart matrix

Cook, R. D. & Forzani, L., Aug 5 2011, In : Electronic Journal of Statistics. 5, p. 146-158 13 p.

Research output: Contribution to journalArticle

13 Scopus citations

Parametric or nonparametric? A parametricness index for model selection

Liu, W. & Yang, Y., 2011, In : Annals of Statistics. 39, p. 2074-2102

Research output: Contribution to journalArticle

Partial envelopes for efficient estimation in multivariate linear regression

Su, Z. & Cook, R. D., Mar 1 2011, In : Biometrika. 98, 1, p. 133-146 14 p.

Research output: Contribution to journalArticle

33 Scopus citations

Self-starting multivariate control charts for location and scale

Maboudou-Tchao, E. M. & Hawkins, D. M., Apr 2011, In : Journal of Quality Technology. 43, 2, p. 113-126 14 p.

Research output: Contribution to journalArticle

18 Scopus citations

Sure independence screening and compressed random sensing

Xue, L. & Zou, H., Jun 1 2011, In : Biometrika. 98, 2, p. 371-380 10 p.

Research output: Contribution to journalArticle

13 Scopus citations

Use of Cranial Characters in Minnesota Wolf Taxonomy

Weisberg, S., Mech, L. D. & Nowak, R. M., 2011, In : Canadian Journal of Zoology. 89, p. 1188-1194

Research output: Contribution to journalArticle

Use of cranial characters in taxonomy of the Minnesota wolf (Canis sp.)

Mech, L. D., Nowak, R. M. & Weisberg, S., Dec 1 2011, In : Canadian Journal of Zoology. 89, 12, p. 1188-1194 7 p.

Research output: Contribution to journalArticle

2 Scopus citations
2010

A finite population Bayes procedure for censored categorical abundance data

Meeden, G. D., Holland, M. & Gray, B., 2010, In : Journal of the Indian Agricultural Statistical Society. 64, p. 171-175

Research output: Contribution to journalArticle

Agricultural and biofuel implications of a species diversity experiment with native perennial grassland plants

DeHaan, L. R., Weisberg, S., Tilman, D. & Fornara, D., Apr 15 2010, In : Agriculture, Ecosystems and Environment. 137, 1-2, p. 33-38 6 p.

Research output: Contribution to journalArticle

33 Scopus citations

Analysis of biomarker data: logs, odds ratios and ROC curves

Grund, B. & Sabin, C., 2010, In : Current Opinion in HIV and AIDS. 5, p. 473-479

Research output: Contribution to journalArticle

A new approach to cholesky-based covariance regularization in high dimensions

Rothman, A. J., Levina, E. & Zhu, J., Sep 2010, In : Biometrika. 97, 3, p. 539-550 12 p.

Research output: Contribution to journalArticle

63 Scopus citations

A nonparametric change-point control chart

Hawkins, D. M. & Deng, Q., Apr 2010, In : Journal of Quality Technology. 42, 2, p. 165-173 9 p.

Research output: Contribution to journalArticle

81 Scopus citations

Batch means and spectral variance estimators in Markov chain Monte Carlo

Flegal, J. M. & Jones, G. L., Apr 1 2010, In : Annals of Statistics. 38, 2, p. 1034-1070 37 p.

Research output: Contribution to journalArticle

88 Scopus citations

Bayesian startup phase mean monitoring of an autocorrelated process that is subject to random sized jumps

Tsiamyrtzis, P. & Hawkins, D. M., Nov 1 2010, In : Technometrics. 52, 4, p. 438-452 15 p.

Research output: Contribution to journalArticle

10 Scopus citations

Bayesian variable selection in regression with networked predictors

Shen, X., Tai, F. & Pan, W., 2010, In : Frontiers in Statistics.

Research output: Contribution to journalArticle

Cardiovascular risk factors associated with lower baseline cognitive performance in HIV-positive persons

Wright, E. J., Grund, B., Robertson, K., Brew, B. J., Roediger, M., Bain, M. P., Drummond, F., Vjecha, M. J., Hoy, J., Miller, C., Penalva De Oliveira, A. C., Pumpradit, W., Shlay, J. C., El-Sadr, W. & Price, R. W., Sep 7 2010, In : Neurology. 75, 10, p. 864-873 10 p.

Research output: Contribution to journalArticle

120 Scopus citations

Comparative studies on bull and stallion seminal DNase activity and interaction with semen extender and spermatozoa

Alghamdi, A. S., Funnell, B. J., Bird, S. L., Lamb, G. C., Rendahl, A., Taube, P. C. & Foster, D. N., Sep 1 2010, In : Animal reproduction science. 121, 3-4, p. 249-258 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Comparison of measurements by multiple methods or instruments

Hawkins, D. M. & Sharma, A., Sep 1 2010, In : Journal of Biopharmaceutical Statistics. 20, 5, p. 965-984 20 p.

Research output: Contribution to journalArticle