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2015

A fast unified algorithm for solving group-lasso penalize learning problems

Yang, Y. & Zou, H., Nov 30 2015, In : Statistics and Computing. 25, 6, p. 1129-1141 13 p.

Research output: Contribution to journalArticle

60 Scopus citations

A High-Dimensional Nonparametric Multivariate Test for Mean Vector

Wang, L., Peng, B. & Li, R., Oct 2 2015, In : Journal of the American Statistical Association. 110, 512, p. 1658-1669 12 p.

Research output: Contribution to journalArticle

41 Scopus citations

A longitudinal comparison of two salt reduction strategies: Acceptability of a low sodium food depends on the consumer

Bobowski, N., Rendahl, A. & Vickers, Z., Mar 1 2015, In : Food Quality and Preference. 40, PB, p. 270-278 9 p.

Research output: Contribution to journalArticle

23 Scopus citations

A mixture hierarchical model for response times and response accuracy

Wang, C. & Xu, G., Nov 1 2015, In : British Journal of Mathematical and Statistical Psychology. 68, 3, p. 456-477 22 p.

Research output: Contribution to journalArticle

46 Scopus citations

An integrated analysis of phenotypic selection on insect body size and development time

Eck, D. J., Shaw, R. G., Geyer, C. J. & Kingsolver, J. G., Sep 1 2015, In : Evolution. 69, 9, p. 2525-2532 8 p.

Research output: Contribution to journalArticle

11 Scopus citations

An Iterative Coordinate Descent Algorithm for High-Dimensional Nonconvex Penalized Quantile Regression

Peng, B. & Wang, L., Jul 3 2015, In : Journal of Computational and Graphical Statistics. 24, 3, p. 676-694 19 p.

Research output: Contribution to journalArticle

23 Scopus citations

An objective stepwise Bayes approach to small area estimation

Qu, Y., Meeden, G. D. & Zhang, B., May 3 2015, In : Journal of Statistical Computation and Simulation. 85, 7, p. 1474-1494 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

A Novel Statistic for Global Association Testing Based on Penalized Regression

Austin, E., Shen, X. T. & Pan, W., Sep 1 2015, In : Genetic epidemiology. 39, 6, p. 415-426 12 p.

Research output: Contribution to journalArticle

1 Scopus citations

Approximation of Rectangular Beta-Laguerre Ensembles and Large Deviations

Jiang, T. & Li, D., Sep 1 2015, In : Journal of Theoretical Probability. 28, 3, p. 804-847 44 p.

Research output: Contribution to journalArticle

9 Scopus citations

Assessing Item-Level Fit for the DINA Model

Wang, C., Shu, Z., Shang, Z. & Xu, G., Oct 7 2015, In : Applied Psychological Measurement. 39, 7, p. 525-538 14 p.

Research output: Contribution to journalArticle

9 Scopus citations

Blood and Cerebrospinal Fluid α-Tocopherol and Selenium Concentrations in Neonatal Foals with Neuroaxonal Dystrophy

Finno, C. J., Estell, K. E., Katzman, S., Winfield, L., Rendahl, A., Textor, J., Bannasch, D. L. & Puschner, B., Nov 1 2015, In : Journal of veterinary internal medicine. 29, 6, p. 1667-1675 9 p.

Research output: Contribution to journalArticle

15 Scopus citations

Circulating microRNAs in sera correlate with soluble biomarkers of immune activation but do not predict mortality in ART treated individuals with HIV-1 infection: A case control study

Murray, D. D., Suzuki, K., Law, M., Trebicka, J., Wentworth, D., Johnson, M., Vjecha, M. J., Kelleher, A. D., Emery, S., Aagaard, B., Aragon, E., Arnaiz, J., Borup, L., Clotet, B., Dragsted, U., Fau, A., Gey, D., Grarup, J., Hengge, U., Herrero, P. & 30 others, Jansson, P., Jensen, B., Jensen, K., Juncher, H., Lopez, P., Lundgren, J., Matthews, C., Mollerup, D., Pearson, M., Phillips, A., Reilev, S., Tillmann, K., Varea, S., Angus, B., Babiker, A., Cordwell, B., Darbyshire, J., Dodds, W., Fleck, S., Collins, G., Denning, E., Neaton, J., Wentworth, D., Wyman, N., Lifson, A., Grund, B., Neuhaus, J., Duprez, D., Henry, W. K. & INSIGHT ESPRIT and SMART Study Groups, Oct 14 2015, In : PloS one. 10, 10, e0139981.

Research output: Contribution to journalArticle

7 Scopus citations

Confidence sets for model selection by F-testing

Ferrari, D. & Yang, Y., Oct 2015, In : Statistica Sinica. 25, 4, p. 1637-1658 22 p.

Research output: Contribution to journalArticle

13 Scopus citations

Cross-validation for selecting a model selection procedure

Zhang, Y. & Yang, Y., Jul 1 2015, In : Journal of Econometrics. 187, 1, p. 95-112 18 p.

Research output: Contribution to journalArticle

105 Scopus citations

Diagnostic studies in sufficient dimension reduction

Chen, X., Cook, R. D. & Zou, C., Aug 1 2015, In : Biometrika. 102, 3, p. 545-558 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

Distributions of eigenvalues of large Euclidean matrices generated from lp balls and spheres

Jiang, T., May 15 2015, In : Linear Algebra and Its Applications. 473, p. 14-36 23 p.

Research output: Contribution to journalArticle

5 Scopus citations

Efficient nonconvex sparse group feature selection via continuous and discrete optimization

Xiang, S., Shen, X. & Ye, J., Jul 2015, In : Artificial Intelligence. 224, p. 28-50 23 p., 2829.

Research output: Contribution to journalArticle

13 Scopus citations

Envelopes and reduced-rank regression

Cook, R. D., Forzani, L. & Zhang, X., Jan 1 2015, In : Biometrika. 102, 2, p. 439-456 18 p.

Research output: Contribution to journalArticle

14 Scopus citations
11 Scopus citations

Factors explaining variability in health literacy outcomes of public health nursing clients

Monsen, K. A., Chatterjee, S. B., Timm, J. E., Kay Poulsen, J. & Mcnaughton, D. B., Mar 1 2015, In : Public Health Nursing. 32, 2, p. 94-100 7 p.

Research output: Contribution to journalArticle

15 Scopus citations

Fluorescence spectroscopy incorporated in an Optical Biopsy System for the detection of early neoplasia in Barrett's esophagus

Boerwinkel, D. F., Holz, J. A., Hawkins, D. M., Curvers, W. L., Aalders, M. C., Weusten, B. L., Visser, M., Meijer, S. L. & Bergman, J. J., May 1 2015, In : Diseases of the Esophagus. 28, 4, p. 345-351 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

Forecast combination under heavy-tailed errors

Cheng, G., Wang, S. & Yang, Y., Dec 2015, In : Econometrics. 3, 4, p. 797-824 28 p.

Research output: Contribution to journalArticle

Open Access

Forecast combination with outlier protection

Cheng, G. & Yang, Y., Apr 1 2015, In : International Journal of Forecasting. 31, 2, p. 223-237 15 p.

Research output: Contribution to journalArticle

8 Scopus citations

Foundations for Envelope Models and Methods

Cook, R. D. & Zhang, X., Apr 3 2015, In : Journal of the American Statistical Association. 110, 510, p. 599-611 13 p.

Research output: Contribution to journalArticle

28 Scopus citations

Fused multiple graphical lasso

Yang, S., Lu, Z., Shen, X., Wonka, P. & Ye, J., Jan 1 2015, In : SIAM Journal on Optimization. 25, 2, p. 916-943 28 p.

Research output: Contribution to journalArticle

33 Scopus citations

Geometric ergodicity of random scan Gibbs samplers for hierarchical one-way random effects models

Johnson, A. A. & Jones, G. L., Sep 1 2015, In : Journal of Multivariate Analysis. 140, p. 325-342 18 p.

Research output: Contribution to journalArticle

6 Scopus citations

Higher-order sliced inverse regressions

Ding, S. & Cook, R. D., Jan 1 2015, In : Wiley Interdisciplinary Reviews: Computational Statistics. 7, 4, p. 249-257 9 p.

Research output: Contribution to journalArticle

5 Scopus citations

Identification and Inference for Marginal Average Treatment Effect on the Treated With an Instrumental Variable

Liu, L., Miao, W., Sun, B., Robins, J. M. & Tchetgen, E. J. T., Jun 26 2015, (Submitted) In : The Annals of Statistics.

Research output: Contribution to journalArticle

Impact of a combined pediatric and adult pneumococcal immunization program on adult pneumonia incidence and mortality in Nicaragua

Becker-Dreps, S., Amaya, E., Liu, L., Rocha, J., Briceño, R., Moreno, G., Alemán, J., Hudgens, M. G., Woods, C. W. & Weber, D. J., Jan 1 2015, In : Vaccine. 33, 1, p. 222-227

Research output: Contribution to journalArticle

8 Scopus citations

Initiation of antiretroviral therapy in early asymptomatic HIV infection

Lundgren, J. D., Babiker, A. G., Gordin, F., Emery, S., Grund, B., Sharma, S., Avihingsanon, A., Cooper, D. A., Fätkenheuer, G., Llibre, J. M., Molina, J. M., Munderi, P., Schechter, M., Wood, R., Klingman, K. L., Collins, S., Clifford Lane, H., Phillips, A. N. & Neaton, J. D., Aug 27 2015, In : New England Journal of Medicine. 373, 9, p. 795-807 13 p.

Research output: Contribution to journalArticle

1375 Scopus citations

Introducing scientific literature to honors general chemistry students: Teaching information literacy and the nature of research to first-year chemistry students

Ferrer-Vinent, I. J., Bruehl, M., Pan, D. & Jones, G. L., Apr 14 2015, In : Journal of Chemical Education. 92, 4, p. 617-624 8 p.

Research output: Contribution to journalArticle

26 Scopus citations

Learning graphical models with hubs

Tan, K. M., London, P., Mohan, K., Lee, S. I., Fazel, M. & Witten, D., Jan 1 2015, In : Journal of Machine Learning Research. 15, p. 3297-3331 35 p., A22.

Research output: Contribution to journalArticle

37 Scopus citations

Likelihood Ratio Tests for High-Dimensional Normal Distributions

Jiang, T. & Qi, Y., Dec 1 2015, In : Scandinavian Journal of Statistics. 42, 4, p. 988-1009 22 p.

Research output: Contribution to journalArticle

20 Scopus citations

Markov chain monte carlo estimation of quantiles

Doss, C. R., Flegal, J. M., Jones, G. L. & Neath, R. C., Jan 1 2015, In : Electronic Journal of Statistics. 8, p. 2448-2478 31 p.

Research output: Contribution to journalArticle

15 Scopus citations

Model based bootstrap methods for interval censored data

Sen, B. & Xu, G., Jan 2015, In : Computational Statistics and Data Analysis. 81, p. 121-129 9 p.

Research output: Contribution to journalArticle

14 Scopus citations

Moments of traces of circular beta-ensembles

Jiang, T. & Matsumoto, S., Jan 1 2015, In : Annals of Probability. 43, 6, p. 3279-3336 58 p.

Research output: Contribution to journalArticle

5 Scopus citations

Nonparametric multiple expectile regression via ER-Boost

Yang, Y. & Zou, H., May 3 2015, In : Journal of Statistical Computation and Simulation. 85, 7, p. 1442-1458 17 p.

Research output: Contribution to journalArticle

12 Scopus citations

Nonparametric variable transformation in sufficient dimension reduction

Mai, Q. & Zou, H., Jan 2 2015, In : Technometrics. 57, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

On the existence of the weighted bridge penalized Gaussian likelihood precision matrix estimator

Rothman, A. J. & Forzani, L., Jan 1 2015, In : Electronic Journal of Statistics. 8, p. 2693-2700 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Power Laws for Heavy-Tailed Distributions: Modeling Allele and Haplotype Diversity for the National Marrow Donor Program

Slater, N., Louzoun, Y., Gragert, L., Maiers, M., Chatterjee, A. & Albrecht, M., Apr 1 2015, In : PLoS computational biology. 11, 4, e1004204.

Research output: Contribution to journalArticle

Open Access
9 Scopus citations

Preference for salt in a food may be alterable without a low sodium diet

Bobowski, N., Rendahl, A. & Vickers, Z., Jan 2015, In : Food Quality and Preference. 39, p. 40-45 6 p.

Research output: Contribution to journalArticle

20 Scopus citations

Prevalence of and risk factors for low bone mineral density in untreated HIV infection: A substudy of the INSIGHT Strategic Timing of AntiRetroviral Treatment (START) trial

International Network for Strategic Initiatives in Global HIV Trials (INSIGHT) START Study Group, Apr 1 2015, In : HIV Medicine. 16, S1, p. 137-146 10 p.

Research output: Contribution to journalArticle

33 Scopus citations

Rare-event simulation and efficient discretization for the supremum of Gaussian random fields

Li, X. & Liu, J., Sep 2015, In : Advances in Applied Probability. 47, 3, p. 787-816 30 p.

Research output: Contribution to journalArticle

3 Scopus citations

Ridge Fusion in Statistical Learning

Price, B. S., Geyer, C. J. & Rothman, A. J., Apr 3 2015, In : Journal of Computational and Graphical Statistics. 24, 2, p. 439-454 16 p.

Research output: Contribution to journalArticle

11 Scopus citations

Segmentation of circular data

Hawkins, D. M. & Lombard, F., Jan 31 2015, In : Journal of Applied Statistics. 42, 1, p. 88-97 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

Simultaneous envelopes for multivariate linear regression

Cook, R. D. & Zhang, X., Jan 2 2015, In : Technometrics. 57, 1, p. 11-25 15 p.

Research output: Contribution to journalArticle

22 Scopus citations

Simultaneous pursuit of sparseness and rank structures for matrix decomposition

Yan, Q., Jieping, Y. & Shen, X. T., 2015, In : Journal of Machine Learning Research. 16, p. 47-55 9 p.

Research output: Contribution to journalArticle

4 Scopus citations

Sparse semiparametric discriminant analysis

Mai, Q. & Zou, H., Mar 1 2015, In : Journal of Multivariate Analysis. 135, p. 175-188 14 p.

Research output: Contribution to journalArticle

7 Scopus citations

Statistical Analysis of Q-Matrix Based Diagnostic Classification Models

Chen, Y., Liu, J., Xu, G. & Ying, Z., Apr 3 2015, In : Journal of the American Statistical Association. 110, 510, p. 850-866 17 p.

Research output: Contribution to journalArticle

53 Scopus citations

Statistical properties of convex clustering

Tan, K. M. & Witten, D., Aug 19 2015, In : Electronic Journal of Statistics. 9, 2, p. 2324-2347 24 p.

Research output: Contribution to journalArticle

18 Scopus citations