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2016

A Fused Latent and Graphical Model for Multivariate Binary Data

Chen, Y., Li, X., Liu, J. & Ying, Z., Jun 28 2016, In : arXiv: 1606.08925.

Research output: Contribution to journalArticle

Algorithms for Envelope Estimation

Cook, R. D. & Zhang, X., Jan 2 2016, In : Journal of Computational and Graphical Statistics. 25, 1, p. 284-300 17 p.

Research output: Contribution to journalArticle

15 Scopus citations

An adaptive two-sample test for high-dimensional means

Xu, G., Lin, L., Wei, P. & Pan, W., Sep 1 2016, In : Biometrika. 103, 3, p. 609-624 16 p.

Research output: Contribution to journalArticle

Open Access
9 Scopus citations

An error bound for L1-norm support vector machine coefficients in ultra-high dimension

Peng, B., Wang, L. & Wu, Y., Dec 1 2016, In : Journal of Machine Learning Research. 17, p. 1-26 26 p.

Research output: Contribution to journalArticle

7 Scopus citations

A new algorithm and theory for penalized regression-based clustering

Wu, C., Kwon, S., Shen, X. & Pan, W., Oct 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

6 Scopus citations

A note on fast envelope estimation

Cook, R. D., Forzani, L. & Su, Z., 2016, In : Journal of Multivariate Analysis. 150, p. 42-54 13 p.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Applications of a novel clustering approach using non-negative matrix factorization to environmental research in public health

Fogel, P., Gaston-Mathé, Y., Hawkins, D., Fogel, F., Luta, G. & Young, S. S., May 18 2016, In : International journal of environmental research and public health. 13, 5, 509.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Assessing the Treatment Effect Heterogeneity with a Latent Variable

Yin, Y., Liu, L. & Geng, Z., 2016, In : Statistica Sinica. 28, 1, p. 115-135 21 p.

Research output: Contribution to journalArticle

Central nervous system injury - A newly observed bystander effect of radiation

Feiock, C., Yagi, M., Maidman, A., Rendahl, A., Hui, S. & Seelig, D., Sep 2016, In : PloS one. 11, 9, e0163233.

Research output: Contribution to journalArticle

Open Access
7 Scopus citations

Characterization of viral load, viability and persistence of influenza a virus in air and on surfaces of swine production facilities

Neira, V., Rabinowitz, P., Rendahl, A., Paccha, B., Gibbs, S. G. & Torremorell, M., Jan 12 2016, In : PloS one. 11, 1, e0146616.

Research output: Contribution to journalArticle

Open Access
19 Scopus citations

Chernoff index for cox test of separate parametric families

Li, X., Liu, J. & Ying, Z., 2016, In : arXiv preprint arXiv:1606.08248.

Research output: Contribution to journalArticle

Classification With Unstructured Predictors and an Application to Sentiment Analysis

Wang, J., Shen, X., Sun, Y. & Qu, A., Jul 2 2016, In : Journal of the American Statistical Association. 111, 515, p. 1242-1253 12 p.

Research output: Contribution to journalArticle

8 Scopus citations

Constructing synthetic samples

Dong, H. & Meeden, G., Mar 2016, In : Journal of Official Statistics. 32, 1, p. 113-127 15 p.

Research output: Contribution to journalArticle

Open Access

Determination of GP88 (progranulin) expression in breast tumor biopsies improves the risk predictive value of the Nottingham Prognostic Index

Serrero, G., Hawkins, D. M., Bejarano, P. A., Ioffe, O., Tkaczuk, K. R., Elliott, R. E., Head, J. F., Phillips, J., Godwin, A. K., Weaver, J. E., Hicks, D. & Yue, B., Aug 8 2016, In : Diagnostic Pathology. 11, 1, 71.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations
Open Access

Errors in variables regression with value-censored data

Hawkins, D. M. & Weckwerth, C., Jun 1 2016, In : Journal of Chemometrics. 30, 6, p. 332-335 4 p.

Research output: Contribution to journalArticle

1 Scopus citations
11 Scopus citations

Estimation of multiple networks in Gaussian mixture models

Gao, C., Zhu, Y., Shen, X. T. & Pan, W., Jan 1 2016, In : Electronic Journal of Statistics. 10, 1, p. 1133-1154 22 p.

Research output: Contribution to journalArticle

Open Access
6 Scopus citations

Global rates of convergence of the MLEs of log-concave and s-concave densities

Doss, C. R. & Wellner, J. A., Jun 2016, In : Annals of Statistics. 44, 3, p. 954-981 28 p.

Research output: Contribution to journalArticle

Open Access
22 Scopus citations

High-dimensional generalizations of asymmetric least squares regression and their applications

Gu, Y. & Zou, H., Dec 2016, In : Annals of Statistics. 44, 6, p. 2661-2694 34 p.

Research output: Contribution to journalArticle

Open Access
11 Scopus citations

Identifiability of Diagnostic Classification Models

Xu, G. & Zhang, S., Sep 1 2016, In : Psychometrika. 81, 3, p. 625-649 25 p.

Research output: Contribution to journalArticle

31 Scopus citations

Identifying base temperature for alfalfa germination: Implications for frost seeding

Jungers, J. M., Brakke, M., Rendahl, A. & Sheaffer, C. C., Sep 1 2016, In : Crop Science. 56, 5, p. 2833-2840 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Indirect multivariate response linear regression

Molstad, A. J. & Rothman, A. J., Sep 1 2016, In : Biometrika. 103, 3, p. 595-607 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Integrative and regularized principal component analysis of multiple sources of data

Liu, B., Shen, X. & Pan, W., Jun 15 2016, In : Statistics in Medicine. 35, 13, p. 2235-2250 16 p.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Interleukin 6 Is a Stronger Predictor of Clinical Events Than High-Sensitivity C-Reactive Protein or D-Dimer during HIV Infection

Borges, Á. H., O'Connor, J. L., Phillips, A. N., Neaton, J. D., Grund, B., Neuhaus, J., Vjecha, M. J., Calmy, A., Koelsch, K. K. & Lundgren, J. D., Aug 1 2016, In : Journal of Infectious Diseases. 214, 3, p. 408-416 9 p.

Research output: Contribution to journalArticle

Open Access
37 Scopus citations

Kernel estimation and model combination in a bandit problem with covariates

Qian, W. & Yang, Y., Oct 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

6 Scopus citations

Multitask Quantile Regression Under the Transnormal Model

Fan, J., Xue, L. & Zou, H., Oct 1 2016, In : Journal of the American Statistical Association. 111, 516, p. 1726-1735 10 p.

Research output: Contribution to journalArticle

Open Access
9 Scopus citations

Neural indices of phonemic discrimination and sentence-level speech intelligibility in quiet and noise: A mismatch negativity study

Koerner, T. K., Zhang, Y., Nelson, P. B., Wang, B. & Zou, H., Sep 1 2016, In : Hearing Research. 339, p. 40-49 10 p.

Research output: Contribution to journalArticle

16 Scopus citations

Nonlinear joint latent variable models and integrative tumor subtype discovery

Liu, B., Shen, X. T. & Pan, W., Apr 1 2016, In : Statistical Analysis and Data Mining. 9, 2, p. 106-116 11 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

On inverse probability-weighted estimators in the presence of interference

Liu, L., Hudgens, M. G. & Becker-Dreps, S., 2016, In : Biometrika.

Research output: Contribution to journalArticle

11 Scopus citations

On the Tail Probabilities of Aggregated Lognormal Random Fields with Small Noise

Li, X., Liu, J. & Xu, G., Feb 2016, In : Mathematics of Operations Research. 41, 1, p. 236-246 11 p.

Research output: Contribution to journalArticle

2 Scopus citations

Partially linear additive quantile regression in ultra-high dimension

Sherwood, B. & Wang, L., Feb 1 2016, In : Annals of Statistics. 44, 1, p. 288-317 30 p.

Research output: Contribution to journalArticle

Open Access
36 Scopus citations

Personalized Prediction and Sparsity Pursuit in Latent Factor Models

Zhu, Y., Shen, X. T. & Ye, C., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 241-252 12 p.

Research output: Contribution to journalArticle

9 Scopus citations
Open Access
12 Scopus citations

Randomized allocation with arm elimination in a bandit problem with covariates

Qian, W. & Yang, Y., Jan 1 2016, In : Electronic Journal of Statistics. 10, 1, p. 242-270 29 p.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Relevance of interleukin-6 and D-dimer for serious non-AIDS morbidity and death among HIV-positive adults on suppressive antiretroviral therapy

Grund, B., Baker, J. V., Deeks, S. G., Wolfson, J., Wentworth, D., Cozzi-Lepri, A., Cohen, C. J., Phillips, A., Lundgren, J. D. & Neaton, J. D., May 1 2016, In : PloS one. 11, 5, e0155100.

Research output: Contribution to journalArticle

Open Access
76 Scopus citations

Replicates in high dimensions, with applications to latent variable graphical models

Tan, K. M., Ning, Y., Witten, D. M. & Liu, H., Dec 1 2016, In : Biometrika. 103, 4, p. 761-777 17 p.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Scaled Predictor Envelopes and Partial Least-Squares Regression

Cook, R. D. & Su, Z., Apr 2 2016, In : Technometrics. 58, 2, p. 155-165 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Sequential hypothesis test with online usage-constrained sensor selection

Li, S., Li, X., Wang, X. & Liu, J., 2016, In : arXiv preprint arXiv:1601.06447.

Research output: Contribution to journalArticle

Sparse Distance Weighted Discrimination

Wang, B. & Zou, H., Jul 2 2016, In : Journal of Computational and Graphical Statistics. 25, 3, p. 826-838 13 p.

Research output: Contribution to journalArticle

7 Scopus citations

SURE information criteria for large covariance matrix estimation and their asymptotic properties

Li, D. & Zou, H., Apr 2016, In : IEEE Transactions on Information Theory. 62, 4, p. 2153-2169 17 p., 7407414.

Research output: Contribution to journalArticle

Open Access
7 Scopus citations

SURREAL TIME and ULTRATASKS

Al-Dhalimy, H. & Geyer, C. J., Dec 1 2016, In : Review of Symbolic Logic. 9, 4, p. 836-847 12 p.

Research output: Contribution to journalArticle

1 Scopus citations

Survival analysis following dynamic randomization

Luo, X., Li, M., Xu, G. & Tu, D., Aug 15 2016, In : Contemporary Clinical Trials Communications. 3, p. 39-47 9 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Tweedie’s Compound Poisson Model With Grouped Elastic Net

Qian, W., Yang, Y. & Zou, H., Apr 2 2016, In : Journal of Computational and Graphical Statistics. 25, 2, p. 606-625 20 p.

Research output: Contribution to journalArticle

11 Scopus citations

Using quantile regression to create baseline norms for neuropsychological tests

Sherwood, B., Zhou, A. X. H., Weintraub, S. & Wang, L., 2016, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 2, p. 12-18 7 p.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Variable selection for support vector machines in moderately high dimensions

Zhang, X., Wu, Y., Wang, L. & Li, R., 2016, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 78, 1, p. 53-76 24 p.

Research output: Contribution to journalArticle

18 Scopus citations
2015

1,25-Dihydroxyvitamin D to PTH(1-84) ratios strongly predict cardiovascular death in heart failure

Gruson, D., Ferracin, B., Ahn, S. A., Zierold, C., Blocki, F., Hawkins, D. M., Bonelli, F. & Rousseau, M. F., Aug 26 2015, In : PloS one. 10, 8, e0135427.

Research output: Contribution to journalArticle

24 Scopus citations

Adaptive Modeling Procedure Selection by Data Perturbation

Zhang, Y. & Shen, X., Oct 2 2015, In : Journal of Business and Economic Statistics. 33, 4, p. 541-551 11 p.

Research output: Contribution to journalArticle