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2013

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

25 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

10 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

5 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

Penalized regression and risk prediction in genome-wide association studies

Austin, E., Pan, W. & Shen, X. T., Aug 2013, In : Statistical Analysis and Data Mining. 6, 4, p. 315-328 14 p.

Research output: Contribution to journalArticle

13 Scopus citations

Prediction in abundant high-dimensional linear regression

Cook, R. D., Forzani, L. & Rothman, A. J., Dec 1 2013, In : Electronic Journal of Statistics. 7, 1, p. 3059-3088 30 p.

Research output: Contribution to journalArticle

6 Scopus citations

Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data

He, X., Wang, L. & Hong, H. G., Feb 1 2013, In : Annals of Statistics. 41, 1, p. 342-369 28 p.

Research output: Contribution to journalArticle

119 Scopus citations

Quantile regression for recurrent gap time data

Luo, X., Huang, C. Y. & Wang, L., Jun 2013, In : Biometrics. 69, 2, p. 375-385 11 p.

Research output: Contribution to journalArticle

11 Scopus citations

Randomized Trial of Cisplatin versus Firocoxib versus Cisplatin/Firocoxib in Dogs with Transitional Cell Carcinoma of the Urinary Bladder

Knapp, D. W., Henry, C. J., Widmer, W. R., Tan, K. M., Moore, G. E., Ramos-Vara, J. A., Lucroy, M. D., Greenberg, C. B., Greene, S. N., Abbo, A. H., Hanson, P. D., Alva, R. & Bonney, P. L., Jan 1 2013, In : Journal of veterinary internal medicine. 27, 1, p. 126-133 8 p.

Research output: Contribution to journalArticle

35 Scopus citations

Scaled envelopes: Scale-invariant and efficient estimation in multivariate linear regression

Cook, R. D. & Su, Z., Dec 1 2013, In : Biometrika. 100, 4, p. 939-954 16 p.

Research output: Contribution to journalArticle

16 Scopus citations

Sequential analysis of the COX model under response dependent allocation

Luo, X., Xu, G. & Ying, Z., Jul 1 2013, In : Statistica Sinica. 23, 4, p. 1761-1774 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Simultaneous grouping pursuit and feature selection over an undirected graph

Zhu, Y., Shen, X. & Pan, W., Dec 16 2013, In : Journal of the American Statistical Association. 108, 502, p. 713-725 13 p.

Research output: Contribution to journalArticle

26 Scopus citations

SURE-tuned tapering estimation of large covariance matrices

Yi, F. & Zou, H., Feb 1 2013, In : Computational Statistics and Data Analysis. 58, 1, p. 339-351 13 p.

Research output: Contribution to journalArticle

12 Scopus citations
5 Scopus citations

The Kolmogorov filter for variable screening in high-dimensional binary classification

Mai, Q. & Zou, H., Mar 1 2013, In : Biometrika. 100, 1, p. 229-234 6 p.

Research output: Contribution to journalArticle

56 Scopus citations

Theory of self-learning Q-matrix

Liu, J., Xu, G. & Ying, Z., 2013, In : Bernoulli. 19, 5 A, p. 1790-1817 28 p.

Research output: Contribution to journalArticle

33 Scopus citations

Using p values to design statistical process control charts

Li, Z., Qiu, P., Chatterjee, S. & Wang, Z., 2013, In : Statistical Papers. 54, 2, p. 523-539 17 p.

Research output: Contribution to journalArticle

11 Scopus citations

Variable selection for non-parametric quantile regression via smoothing spline analysis of variance

Lin, C. Y., Bondell, H., Zhang, H. H. & Zou, H., 2013, In : Stat. 2, 1, p. 255-268 14 p.

Research output: Contribution to journalArticle

12 Scopus citations

Weighted quantile regression for analyzing health care cost data with missing covariates

Sherwood, B., Wang, L. & Zhou, X. H., Dec 10 2013, In : Statistics in Medicine. 32, 28, p. 4967-4979 13 p.

Research output: Contribution to journalArticle

34 Scopus citations
2012

A Bayesian justification for random sampling in sample survey

Meeden, G., Jul 2012, In : Pakistan Journal of Statistics and Operation Research. 8, 3, p. 353-357 5 p.

Research output: Contribution to journalArticle

A direct approach to sparse discriminant analysis in ultra-high dimensions

Mai, Q., Zou, H. & Yuan, M., Mar 2012, In : Biometrika. 99, 1, p. 29-42 14 p.

Research output: Contribution to journalArticle

89 Scopus citations

Analysis and efficient 2 k - 1 designs for experiments in blocks of size two

Wang, P. C. & Cook, R. D., Feb 1 2012, In : Quality and Reliability Engineering International. 28, 1, p. 105-113 9 p.

Research output: Contribution to journalArticle

3 Scopus citations

A Two-Step Penalized Regression Method with Networked Predictors

Luo, C., Pan, W. & Shen, X. T., May 1 2012, In : Statistics in Biosciences. 4, 1, p. 27-46 20 p.

Research output: Contribution to journalArticle

3 Scopus citations

Circular law and arc law for truncation of random unitary matrix

Dong, Z., Jiang, T. & Li, D., Jan 4 2012, In : Journal of Mathematical Physics. 53, 1, 013301.

Research output: Contribution to journalArticle

17 Scopus citations

Combining models in longitudinal data analysis

Liu, S. & Yang, Y., Apr 2012, In : Annals of the Institute of Statistical Mathematics. 64, 2, p. 233-254 22 p.

Research output: Contribution to journalArticle

7 Scopus citations

Data-Driven Learning of Q-Matrix

Liu, J., Xu, G. & Ying, Z., Oct 2012, In : Applied Psychological Measurement. 36, 7, p. 548-564 17 p.

Research output: Contribution to journalArticle

62 Scopus citations

Effects of age and serum 25-OH-vitamin D on serum parathyroid hormone levels

Valcour, A., Blocki, F., Hawkins, D. M. & Rao, S. D., Nov 2012, In : Journal of Clinical Endocrinology and Metabolism. 97, 11, p. 3989-3995 7 p.

Research output: Contribution to journalArticle

111 Scopus citations

Empirical Distributions of Laplacian Matrices of Large Dilute Random Graphs

Jiang, T., Jul 1 2012, In : Random Matrices: Theory and Application. 1, 3, 1250004.

Research output: Contribution to journalArticle

4 Scopus citations

Estimating sufficient reductions of the predictors in abundant high-dimensional regressions

Cook, R. D., Forzani, L. & Rothman, A. J., Feb 1 2012, In : Annals of Statistics. 40, 1, p. 353-384 32 p.

Research output: Contribution to journalArticle

18 Scopus citations
24 Scopus citations

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

Zhang, B., Shen, X. & Mumford, S. L., Mar 1 2012, In : Computational Statistics and Data Analysis. 56, 3, p. 574-586 13 p.

Research output: Contribution to journalArticle

8 Scopus citations

Genetic mapping of recurrent exertional rhabdomyolysis in a population of North American Thoroughbreds

Fritz, K. L., McCue, M. E., Valberg, S. J., Rendahl, A. K. & Mickelson, J. R., Dec 1 2012, In : Animal Genetics. 43, 6, p. 730-738 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

Genome-Wide Association Study Implicates Testis-Sperm Specific FKBP6 as a Susceptibility Locus for Impaired Acrosome Reaction in Stallions

Raudsepp, T., McCue, M. E., Das, P. J., Dobson, L., Vishnoi, M., Fritz, K. L., Schaefer, R., Rendahl, A. K., Derr, J. N., Love, C. C., Varner, D. D. & Chowdhary, B. P., Dec 2012, In : PLoS genetics. 8, 12, e1003139.

Research output: Contribution to journalArticle

18 Scopus citations

Gradient-based Search for Maxi- mum Likelihood in Exponential Families

Geyer, C. J. & Okabayashi, S., 2012, In : Electronic Journal of Statistics. 6, p. 123-147

Research output: Contribution to journalArticle

Grassmannoptim: An R package for Grassmann manifold optimization

Adragni, K. P., Dennis Cook, R. & Wu, S., Jul 1 2012, In : Journal of Statistical Software. 50

Research output: Contribution to journalArticle

5 Scopus citations

Inner envelopes: Efficient estimation in multivariate linear regression

Su, Z. & Dennis Cook, R., Sep 1 2012, In : Biometrika. 99, 3, p. 687-702 16 p.

Research output: Contribution to journalArticle

22 Scopus citations

Likelihood-based selection and sharp parameter estimation

Shen, X., Pan, W. & Zhu, Y., Jul 2 2012, In : Journal of the American Statistical Association. 107, 497, p. 223-232 10 p.

Research output: Contribution to journalArticle

106 Scopus citations

Likelihood ratio tests for covariance matrices of high-dimensional normal distributions

Jiang, D., Jiang, T. & Yang, F., Aug 1 2012, In : Journal of Statistical Planning and Inference. 142, 8, p. 2241-2256 16 p.

Research output: Contribution to journalArticle

32 Scopus citations

Long range search for maximum likelihood in exponential families

Okabayashi, S. & Geyer, C. J., Feb 21 2012, In : Electronic Journal of Statistics. 6, p. 123-147 25 p.

Research output: Contribution to journalArticle

8 Scopus citations

Low eigenvalues of Laplacian matrices of large random graphs

Jiang, T., Aug 1 2012, In : Probability Theory and Related Fields. 153, 3-4, p. 671-690 20 p.

Research output: Contribution to journalArticle

6 Scopus citations

Maximum likelihood estimation over directed acyclic gaussian graphs

Yuan, Y., Shen, X. & Pan, W., Dec 2012, In : Statistical Analysis and Data Mining. 5, 6, p. 523-530 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Nonconcave penalized composite conditional likelihood estimation of sparse ising models

Xue, L., Zou, H. & Cai, T., Jun 1 2012, In : Annals of Statistics. 40, 3, p. 1403-1429 27 p.

Research output: Contribution to journalArticle

30 Scopus citations

Objective stepwise Bayes weights in survey sampling

Strief, J. & Meeden, G., Dec 1 2012, In : Survey Methodology. 39, 1, p. 1-27 27 p.

Research output: Contribution to journalArticle

2 Scopus citations

Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

Wang, L., Zhou, J. & Qu, A., Jun 1 2012, In : Biometrics. 68, 2, p. 353-360 8 p.

Research output: Contribution to journalArticle

65 Scopus citations

Phase transition in limiting distributions of coherence of highdimensional random matrices

Jiang, T. & Cai, T., 2012, In : Journal of Multivariate Analysis. 107, p. 24-39

Research output: Contribution to journalArticle

Phase transition in limiting distributions of coherence of high-dimensional random matrices

Tony Cai, T. & Jiang, T., May 2012, In : Journal of Multivariate Analysis. 107, p. 24-39 16 p.

Research output: Contribution to journalArticle

27 Scopus citations

Positive definite estimators of large covariance matrices

Rothman, A. J., Sep 1 2012, In : Biometrika. 99, 3, p. 733-740 8 p.

Research output: Contribution to journalArticle

50 Scopus citations

Positive-definite l1-penalized estimation of large covariance matrices

Xue, L., Ma, S. & Zou, H., Dec 1 2012, In : Journal of the American Statistical Association. 107, 500, p. 1480-1491 12 p.

Research output: Contribution to journalArticle

69 Scopus citations