Research Output

Filter
Article
2014

Spatial Bayesian variable selection models on functional magnetic resonance imaging time-series data

Lee, K. J., Jones, G. L., Caffo, B. S. & Bassett, S. S., Jan 1 2014, In : Bayesian Analysis. 9, 3, p. 699-732 34 p.

Research output: Contribution to journalArticle

19 Scopus citations

Strong oracle optimality of folded concave penalized estimation

Fan, J., Xue, L. & Zou, H., Jun 2014, In : Annals of Statistics. 42, 3, p. 819-849 31 p.

Research output: Contribution to journalArticle

98 Scopus citations

Structural Pursuit Over Multiple Undirected Graphs

Zhu, Y., Shen, X. & Pan, W., Oct 2 2014, In : Journal of the American Statistical Association. 109, 508, p. 1683-1696 14 p.

Research output: Contribution to journalArticle

28 Scopus citations

Testing for association with multiple traits in generalized estimation equations, with application to neuroimaging data

Zhang, Y., Xu, Z., Shen, X. T. & Pan, W., Aug 1 2014, In : NeuroImage. 96, p. 309-325 17 p.

Research output: Contribution to journalArticle

38 Scopus citations

The CUSUM and the EWMA head-to-head

Hawkins, D. M. & Wu, Q., Jan 1 2014, In : Quality Engineering. 26, 2, p. 215-222 8 p.

Research output: Contribution to journalArticle

19 Scopus citations

Using landscape characteristics to predict risk of lion attacks on humans in south-eastern Tanzania

Kushnir, H., Weisberg, S., Olson, E., Juntunen, T. M., Ikanda, D. & Packer, C., Dec 1 2014, In : African Journal of Ecology. 52, 4, p. 524-532 9 p.

Research output: Contribution to journalArticle

11 Scopus citations

Variable selection after screening: with or without data splitting?

Zhu, X. & Yang, Y., Jan 1 2014, In : Computational Statistics. 30, 1, p. 191-203 13 p.

Research output: Contribution to journalArticle

4 Scopus citations

Variable Selection Diagnostics Measures for High-Dimensional Regression

Nan, Y. & Yang, Y., Jul 3 2014, In : Journal of Computational and Graphical Statistics. 23, 3, p. 636-656 21 p.

Research output: Contribution to journalArticle

17 Scopus citations
2013

A cocktail algorithm for solving the elastic net penalized cox's regression in high dimensions

Yang, Y. & Zou, H., 2013, In : Statistics and its Interface. 6, 2, p. 167-173 7 p.

Research output: Contribution to journalArticle

34 Scopus citations

Adjusting for population stratification in a fine scale with principal components and sequencing data

Zhang, Y., Shen, X. T. & Pan, W., Dec 1 2013, In : Genetic epidemiology. 37, 8, p. 787-801 15 p.

Research output: Contribution to journalArticle

13 Scopus citations

A general variance model in methods comparison

Hawkins, D. M., Nov 1 2013, In : Journal of Chemometrics. 27, 11, p. 414-419 6 p.

Research output: Contribution to journalArticle

5 Scopus citations

A longitudinal study about the effect of practicing yan xin qigong on medical care cost with medical claims data

Yan, X., Shen, H., Loh, C., Shao, J., Yang, Y. & Lu, C., Jul 1 2013, In : International Journal of Economic Research. 10, 2, p. 391-403 13 p.

Research output: Contribution to journalArticle

An efficient algorithm for computing the HHSVM and its generalizations

Yang, Y. & Zou, H., Dec 17 2013, In : Journal of Computational and Graphical Statistics. 22, 2, p. 396-415 20 p.

Research output: Contribution to journalArticle

20 Scopus citations

A note on the connection and equivalence of three sparse linear discriminant analysis methods

Mai, Q. & Zou, H., May 1 2013, In : Technometrics. 55, 2, p. 243-246 4 p.

Research output: Contribution to journalArticle

12 Scopus citations

Asymptotics for constrained dirichlet distributions

Geyer, C. & Meeden, G., Mar 22 2013, In : Bayesian Analysis. 8, 1, p. 89-110 22 p.

Research output: Contribution to journalArticle

2 Scopus citations

A tale of two matrix factorizations

Fogel, P., Hawkins, D. M., Beecher, C., Luta, G. & Young, S. S., Jan 1 2013, In : American Statistician. 67, 4, p. 207-218 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

A three-state recursive sequential Bayesian algorithm for biosurveillance

Zamba, K. D., Tsiamyrtzis, P. & Hawkins, D. M., Feb 1 2013, In : Computational Statistics and Data Analysis. 58, 1, p. 82-97 16 p.

Research output: Contribution to journalArticle

2 Scopus citations

Calibrating nonconvex penalized regression in ultra-high dimension

Wang, L., Kim, Y. & Li, R., Oct 1 2013, In : Annals of Statistics. 41, 5, p. 2505-2536 32 p.

Research output: Contribution to journalArticle

47 Scopus citations

Central limit theorems for classical likelihood ratio tests for high-dimensional normal distributions

Jiang, T. & Yang, F., Aug 1 2013, In : Annals of Statistics. 41, 4, p. 2029-2074 46 p.

Research output: Contribution to journalArticle

43 Scopus citations

Cluster analysis: Unsupervised learning via supervised learning with a non-convex penalty

Pan, W., Shen, X. & Liu, B., Jun 1 2013, In : Journal of Machine Learning Research. 14, p. 1865-1889 25 p.

Research output: Contribution to journalArticle

29 Scopus citations

Coat color genotypes and risk and severity of melanoma in gray quarter horses

Teixeira, R. B., Rendahl, A., Anderson, S. M., Mickelson, J. R., Sigler, D., Buchanan, B. R., Coleman, R. J. & McCue, M. E., Sep 1 2013, In : Journal of veterinary internal medicine. 27, 5, p. 1201-1208 8 p.

Research output: Contribution to journalArticle

9 Scopus citations

Community Diarrhea Incidence Before and After Rotavirus Vaccine Introduction in Nicaragua

Becker-Dreps, S., Melendez, M. M., Liu, L., Zambrana, L. E., Paniagua, M. C., Weber, D. J., Hudgens, M. G., Blasini-Caceres, L. M., Kallestall, C., Morgan, D. R., Espinoza, F. & Pena, R., Aug 7 2013, In : American Journal of Tropical Medicine and Hygiene. 89, 2, p. 246-250

Research output: Contribution to journalArticle

12 Scopus citations

Component-wise markov chain monte carlo: Uniform and geometric ergodicity under mixing and composition

Johnson, A. A., Jones, G. L. & Neath, R. C., Oct 16 2013, In : Statistical Science. 28, 3, p. 360-375 16 p.

Research output: Contribution to journalArticle

21 Scopus citations

Considerations in the rationale, design and methods of the Strategic Timing of AntiRetroviral Treatment (START) study

Babiker, A. G., Emery, S., Fätkenheuer, G., Gordin, F. M., Grund, B., Lundgren, J. D., Neaton, J. D., Pett, S. L., Phillips, A., Touloumi, G. & Vjechaj, M. J., Jun 2013, In : Clinical Trials. 10, p. S5-S36

Research output: Contribution to journalArticle

82 Scopus citations

Detection of multiple change-points in multivariate data

Maboudou-Tchao, E. M. & Hawkins, D. M., Sep 1 2013, In : Journal of Applied Statistics. 40, 9, p. 1979-1995 17 p.

Research output: Contribution to journalArticle

11 Scopus citations

Distributions of angles in random packing on spheres

Cai, T., Fan, J. & Jiang, T., Jun 1 2013, In : Journal of Machine Learning Research. 14, p. 1837-1864 28 p.

Research output: Contribution to journalArticle

47 Scopus citations

Envelopes and partial least squares regression

Cook, R. D., Helland, I. S. & Su, Z., Nov 1 2013, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 75, 5, p. 851-877 27 p.

Research output: Contribution to journalArticle

44 Scopus citations

Equine developmental orthopaedic diseases - A genome-wide association study of first phalanx plantar osteochondral fragments in Standardbred trotters

Lykkjen, S., Dolvik, N. I., McCue, M. E., Rendahl, A. K., Mickelson, J. R. & Røed, K. H., Dec 1 2013, In : Animal Genetics. 44, 6, p. 766-769 4 p.

Research output: Contribution to journalArticle

8 Scopus citations

Estimation of multivariate means with heteroscedastic errors using envelope models

Su, Z. & Dennis Cook, R., Jan 1 2013, In : Statistica Sinica. 23, 1, p. 213-230 18 p.

Research output: Contribution to journalArticle

11 Scopus citations

Experimental design for engineering dimensional analysis

Albrecht, M. C., Nachtsheim, C. J., Albrecht, T. A. & Cook, R. D., Aug 1 2013, In : Technometrics. 55, 3, p. 257-270 14 p.

Research output: Contribution to journalArticle

22 Scopus citations

Fitting birth-death processes to panel data with applications to bacterial DNA fingerprinting

Doss, C. R., Suchard, M. A., Holmes, I., Kato-Maeda, M. & Minin, V. N., Dec 1 2013, In : Annals of Applied Statistics. 7, 4, p. 2315-2335 21 p.

Research output: Contribution to journalArticle

9 Scopus citations

Genome-Wide Analysis Reveals Selection for Important Traits in Domestic Horse Breeds

Petersen, J. L., Mickelson, J. R., Rendahl, A. K., Valberg, S. J., Andersson, L. S., Axelsson, J., Bailey, E., Bannasch, D., Binns, M. M., Borges, A. S., Brama, P., da Câmara Machado, A., Capomaccio, S., Cappelli, K., Cothran, E. G., Distl, O., Fox-Clipsham, L., Graves, K. T., Guérin, G., Haase, B. & 20 others, Hasegawa, T., Hemmann, K., Hill, E. W., Leeb, T., Lindgren, G., Lohi, H., Lopes, M. S., McGivney, B. A., Mikko, S., Orr, N., Penedo, M. C. T., Piercy, R. J., Raekallio, M., Rieder, S., Røed, K. H., Swinburne, J., Tozaki, T., Vaudin, M., Wade, C. M. & McCue, M. E., Jan 1 2013, In : PLoS genetics. 9, 1, e1003211.

Research output: Contribution to journalArticle

125 Scopus citations

Hypotheses testing as a fuzzy set estimation problem

Meeden, G. & Noorbaloochi, S., May 27 2013, In : Communications in Statistics - Theory and Methods. 42, 10, p. 1806-1820 15 p.

Research output: Contribution to journalArticle

Hypothesis tests for multivariate linear models using the car package

Fox, J., Friendly, M. & Weisberg, S., Sep 4 2013, In : R Journal. 5, 1, p. 39-52 14 p.

Research output: Contribution to journalArticle

52 Scopus citations

Improved neurocognitive test performance in both arms of the SMART study: Impact of practice effect

Grund, B., Wright, E. J., Brew, B. J., Price, R. W., Roediger, M. P., Bain, M. P., Hoy, J. F., Shlay, J. C., Vjecha, M. J. & Robertson, K. R., Aug 1 2013, In : Journal of neurovirology. 19, 4, p. 383-392 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Interruption or deferral of antiretroviral therapy reduces markers of bone turnover compared with continuous therapy: The SMART body composition substudy

Hoy, J., Grund, B., Roediger, M., Ensrud, K. E., Brar, I., Colebunders, R., De Castro, N., Johnson, M., Sharma, A. & Carr, A., Jun 1 2013, In : Journal of Bone and Mineral Research. 28, 6, p. 1264-1274 11 p.

Research output: Contribution to journalArticle

28 Scopus citations

Limit theorems for beta-Jacobi ensembles

Jiang, T., Aug 1 2013, In : Bernoulli. 19, 3, p. 1028-1046 19 p.

Research output: Contribution to journalArticle

3 Scopus citations

Local adaptation and genetic effects on fitness: Calculations for exponential family models with random effects

Geyer, C. J., Ridley, C. E., Latta, R. G., Etterson, J. R. & Shaw, R. G., Sep 1 2013, In : Annals of Applied Statistics. 7, 3, p. 1778-1795 18 p.

Research output: Contribution to journalArticle

11 Scopus citations

Logarithmic transformation-based gamma random number generators

Xi, B., Tan, K. M. & Liu, C., Oct 2013, In : Journal of Statistical Software. 55, 4

Research output: Contribution to journalArticle

2 Scopus citations

Metabolomics Reveals the Origins of Antimicrobial Plant Resins Collected by Honey Bees

Wilson, M. B., Spivak, M., Hegeman, A. D., Rendahl, A. & Cohen, J. D., Oct 18 2013, In : PloS one. 8, 10, e77512.

Research output: Contribution to journalArticle

33 Scopus citations

Metric entropy and sparse linear approximation of ℓ q-hulls for 0 < q ≤ 1

Gao, F., Ing, C. K. & Yang, Y., Feb 1 2013, In : Journal of Approximation Theory. 166, 1, p. 42-55 14 p.

Research output: Contribution to journalArticle

4 Scopus citations

Metronomic administration of chlorambucil for treatment of dogs with urinary bladder transitional cell carcinoma

Schrempp, D. R., Childress, M. O., Stewart, J. C., Leach, T. N., Tan, K. M., Abbo, A. H., de Gortari, A. E., Bonney, P. L. & Knapp, D. W., Jun 1 2013, In : Journal of the American Veterinary Medical Association. 242, 11, p. 1534-1538 5 p.

Research output: Contribution to journalArticle

32 Scopus citations

Minimax optimal estimation of general bandable covariance matrices

Xue, L. & Zou, H., Apr 1 2013, In : Journal of Multivariate Analysis. 116, p. 45-51 7 p.

Research output: Contribution to journalArticle

5 Scopus citations

Mixing partially linear regression models

Liu, S. & Yang, Y., 2013, In : Sankhya A. 75, 1, p. 74-95 22 p.

Research output: Contribution to journalArticle

1 Scopus citations

Model selection via standard error adjusted adaptive lasso

Qian, W. & Yang, Y., Apr 1 2013, In : Annals of the Institute of Statistical Mathematics. 65, 2, p. 295-318 24 p.

Research output: Contribution to journalArticle

5 Scopus citations

Network-Based Penalized Regression With Application to Genomic Data

Kim, S., Pan, W. & Shen, X., Sep 2013, In : Biometrics. 69, 3, p. 582-593 12 p.

Research output: Contribution to journalArticle

19 Scopus citations

On constrained and regularized high-dimensional regression

Shen, X., Pan, W., Zhu, Y. & Zhou, H., Oct 1 2013, In : Annals of the Institute of Statistical Mathematics. 65, 5, p. 807-832 26 p.

Research output: Contribution to journalArticle

9 Scopus citations

On permutation procedures for strong control in multiple testing with gene expression data

Rempala, G. A. & Yang, Y., 2013, In : Statistics and its Interface. 6, 1, p. 79-89 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

On the density functions of integrals of Gaussian random fields

Liu, J. & Xu, G., Jun 1 2013, In : Advances in Applied Probability. 45, 2, p. 398-424 27 p.

Research output: Contribution to journalArticle

5 Scopus citations

Penalized profiled semiparametric estimating functions

Wang, L., Kai, B., Heuchenne, C. & Tsai, C. L., Dec 1 2013, In : Electronic Journal of Statistics. 7, 1, p. 2656-2682 27 p.

Research output: Contribution to journalArticle

1 Scopus citations