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2018

Which HIV-infected adults with high CD4 T-cell counts benefit most from immediate initiation of antiretroviral therapy? A post-hoc subgroup analysis of the START trial

Molina, J. M., Grund, B., Gordin, F., Williams, I., Schechter, M., Losso, M., Law, M., Ekong, E., Mwelase, N., Skoutelis, A., Wiselka, M. J., Vandekerckhove, L., Benfield, T., Munroe, D., Lundgren, J. D. & Neaton, J. D., Apr 2018, In : The Lancet HIV. 5, 4, p. e172-e180

Research output: Contribution to journalArticle

15 Scopus citations

Wild residual bootstrap inference for penalized quantile regression with heteroscedastic errors

Wang, L., Van Keilegom, I. & Maidman, A., Dec 1 2018, In : Biometrika. 105, 4, p. 859-872 14 p.

Research output: Contribution to journalArticle

1 Scopus citations
2017

A Group-Specific Recommender System

Bi, X., Qu, A., Wang, J. & Shen, X., Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 1344-1353 10 p.

Research output: Contribution to journalArticle

6 Scopus citations

A novel and efficient algorithm for de novo discovery of mutated driver pathways in cancer

Liu, B., Wu, C., Shen, X. T. & Pan, W., Sep 2017, In : Annals of Applied Statistics. 11, 3, p. 1481-1512 32 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

A pilot study evaluating the prognostic utility of platelet indices in dogs with septic peritonitis

Llewellyn, E. A., Todd, J. M., Sharkey, L. C. & Rendahl, A., Sep 1 2017, In : Journal of Veterinary Emergency and Critical Care. 27, 5, p. 569-578 10 p.

Research output: Contribution to journalArticle

4 Scopus citations
4 Scopus citations

Asymptotically Optimal Sequential Design for Rank Aggregation

Chen, X., Chen, Y. & Li, X., 2017, In : arXiv preprint arXiv:1710.06056.

Research output: Contribution to journalArticle

Automatic tagging with existing and novel tags

Wang, J., Shen, X., Sun, Y. & Qu, A., Jun 1 2017, In : Biometrika. 104, 2, p. 273-290 18 p.

Research output: Contribution to journalArticle

Cocolasso for high-dimensional error-in-variables regression

Datta, A. & Zou, H., Dec 2017, In : Annals of Statistics. 45, 6, p. 2400-2426 27 p.

Research output: Contribution to journalArticle

13 Scopus citations

Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering

Chang, J., Zhou, W., Zhou, W. X. & Wang, L., Mar 1 2017, In : Biometrics. 73, 1, p. 31-41 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

Cusum control for data following the von Mises distribution

Hawkins, D. M. & Lombard, F., Jun 11 2017, In : Journal of Applied Statistics. 44, 8, p. 1319-1332 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Decentralized sequential composite hypothesis test based on one-bit communication

Li, S., Li, X., Wang, X. & Liu, J., 2017, In : IEEE Transactions on Information Theory.

Research output: Contribution to journalArticle

6 Scopus citations

Estimation and Inference of Quantile Regression for Survival Data Under Biased Sampling

Xu, G., Sit, T., Wang, L. & Huang, C. Y., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1571-1586 16 p.

Research output: Contribution to journalArticle

4 Scopus citations
5 Scopus citations

Examining the potential for racial disparity in out-of-home placement decisions: A quantitative matched-pair study

Woodmass, K., Weisberg, S., Shlomi, H., Rockymore, M. & Wells, S. J., Apr 1 2017, In : Children and Youth Services Review. 75, p. 96-109 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Exploratory Item Classification Via Spectral Graph Clustering

Chen, Y., Li, X., Liu, J., Xu, G. & Ying, Z., 2017, In : Applied Psychological Measurement. p. 0146621617692977 1 p.

Research output: Contribution to journalArticle

4 Scopus citations

High dimensional semiparametric latent graphical model for mixed data

Fan, J., Liu, H., Ning, Y. & Zou, H., Mar 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 2, p. 405-421 17 p.

Research output: Contribution to journalArticle

20 Scopus citations

Immediate Initiation of Antiretroviral Therapy for HIV Infection Accelerates Bone Loss Relative to Deferring Therapy: Findings from the START Bone Mineral Density Substudy, a Randomized Trial

Hoy, J. F., Grund, B., Roediger, M., Schwartz, A. V., Shepherd, J., Avihingsanon, A., Badal-Faesen, S., de Wit, S., Jacoby, S., La Rosa, A., Pujari, S., Schechter, M., White, D., Engen, N. W., Ensrud, K., Aagaard, P. D., Carr, A. & for the INSIGHT START Bone Mineral Density Substudy Group, Sep 2017, In : Journal of Bone and Mineral Research. 32, 9, p. 1945-1955 11 p.

Research output: Contribution to journalArticle

Open Access
11 Scopus citations

Metric entropy of q-hulls in banach spaces of type-p

Cockreham, J., Gao, F. & Yang, Y., Dec 2017, In : Proceedings of the American Mathematical Society. 145, 12, p. 5205-5214 10 p.

Research output: Contribution to journalArticle

Open Access

Multiple Change Point Analysis: Fast Implementation and Strong Consistency

Ding, J., Xiang, Y., Shen, L. & Tarokh, V., Sep 1 2017, In : IEEE Transactions on Signal Processing. 65, 17, p. 4495-4510 16 p., 7938741.

Research output: Contribution to journalArticle

7 Scopus citations

Multivariate initial sequence estimators in Markov chain Monte Carlo

Dai, N. & Jones, G., Jul 2017, In : Journal of Multivariate Analysis. 159, p. 184-199 16 p.

Research output: Contribution to journalArticle

7 Scopus citations

Neural indices of phonemic discrimination and sentence-level speech intelligibility in quiet and noise: A P3 study

Koerner, T. K., Zhang, Y., Nelson, P. B., Wang, B. & Zou, H., Jul 1 2017, In : Hearing Research. 350, p. 58-67 10 p.

Research output: Contribution to journalArticle

5 Scopus citations

On the Individual Surrogate Paradox

Ma, L., Yin, Y., Liu, L. & Geng, Z., 2017, In : arXiv.

Research output: Contribution to journalArticle

Optimal stopping and worker selection in crowdsourcing: An adaptive sequential probability ratio test framework

Li, X., Chen, Y., Chen, X., Liu, J. & Ying, Z., 2017, In : arXiv preprint arXiv:1708.08374.

Research output: Contribution to journalArticle

PGEE: An R package for analysis of longitudinal data with high-dimensional covariates

Inan, G. & Wang, L., Jun 1 2017, In : R Journal. 9, 1, p. 393-402 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

Predictors of Outcome in Conservative and Minimally Invasive Surgical Management of Pain Originating from the Sacroiliac Joint

Dengler, J., Duhon, B., Whang, P., Frank, C., Glaser, J., Sturesson, B., Garfin, S., Cher, D., Rendahl, A., Polly, D. & On behalf of the INSITE, iMIA, SIFI study groups, Nov 1 2017, In : Spine. 42, 21, p. 1664-1673 10 p.

Research output: Contribution to journalArticle

Open Access
14 Scopus citations
18 Scopus citations

Rank-based estimation for semiparametric accelerated failure time model under length-biased sampling

Chiou, S. H. & Xu, G., Mar 1 2017, In : Statistics and Computing. 27, 2, p. 483-500 18 p.

Research output: Contribution to journalArticle

Rare-event analysis for extremal eigenvalues of white wishart matrices

Jiang, T., Leder, K. & Xu, G., Aug 2017, In : Annals of Statistics. 45, 4, p. 1609-1637 29 p.

Research output: Contribution to journalArticle

2 Scopus citations

Recommendation System for Adaptive Learning

Chen, Y., Li, X., Liu, J. & Ying, Z., 2017, In : Applied Psychological Measurement. p. 014662161769795

Research output: Contribution to journalArticle

10 Scopus citations

Regularized Latent Class Analysis with Application in Cognitive Diagnosis

Chen, Y., Li, X., Liu, J. & Ying, Z., Sep 1 2017, In : Psychometrika. 82, 3, p. 660-692 33 p.

Research output: Contribution to journalArticle

3 Scopus citations

Resampling-based tests for Lasso in genome-wide association studies

Arbet, J., Mc Gue, M., Chatterjee, S. B. & Basu, S., Jul 24 2017, In : BMC genetics. 18, 1, 70.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations
2 Scopus citations

Sequential rank CUSUM charts for angular data

Lombard, F., Hawkins, D. M. & Potgieter, C. J., Jan 1 2017, In : Computational Statistics and Data Analysis. 105, p. 268-279 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

Spectral Radii of Large Non-Hermitian Random Matrices

Jiang, T. & Qi, Y., Mar 1 2017, In : Journal of Theoretical Probability. 30, 1, p. 326-364 39 p.

Research output: Contribution to journalArticle

12 Scopus citations

Synapse-specific regulation revealed at single synapses is concealed when recording multiple synapses

Lines, J., Covelo, A., Gómez, R., Liu, L. & Araque, A., Nov 23 2017, In : Frontiers in Cellular Neuroscience. 11, 367.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

The Professor-Librarian: Academic Librarians Teaching Credit-Bearing Courses

Sobel, K., Ramsey, P. & Jones, G., Dec 14 2017, In : Public Services Quarterly. 14, 1, p. 1-21 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

Toward an objective and reproducible model choice via variable selection deviation

Yang, W. & Yang, Y., Mar 1 2017, In : Biometrics. 73, 1, p. 20-30 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

Using temporal detrending to observe the spatial correlation of traffic

Ermagun, A., Chatterjee, S. & Levinson, D., May 1 2017, In : PloS one. 12, 5, e0176853.

Research output: Contribution to journalArticle

10 Scopus citations

Weighted envelope estimation to handle variability in model selection

Eck, D. J. & Cook, R. D., Sep 1 2017, In : Biometrika. 104, 3, p. 743-749 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

Word segmentation in Chinese language processing

Shu, X., Wang, J., Shen, X. & Qu, A., Jan 1 2017, In : Statistics and its Interface. 10, 2, p. 165-173 9 p.

Research output: Contribution to journalArticle

4 Scopus citations
2016

A consistent information criterion for support vector machines in diverging model spaces

Zhang, X., Wu, Y., Wang, L. & Li, R., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

9 Scopus citations

A data-driven approach to conditional screening of high-dimensional variables

Hong, H. G., Wang, L. & He, X., Jan 1 2016, In : Stat. 5, 1, p. 200-212 13 p.

Research output: Contribution to journalArticle

6 Scopus citations

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

13 Scopus citations

A method for comparing non-nested models with application to astrophysical searches for new physics

Algeri, S., Conrad, J. & van Dyk, D. A., May 1 2016, In : Monthly Notices of the Royal Astronomical Society: Letters. 458, 1, p. L84-L88

Research output: Contribution to journalArticle

9 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

7 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

6 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