Research Output 1969 2020

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2013
46 Citations (Scopus)

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

Penalized Regression
Higher Dimensions
Estimator
High-dimensional
Path
39 Citations (Scopus)

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

Likelihood Ratio Test
Central limit theorem
Gaussian distribution
High-dimensional
Infinity
20 Citations (Scopus)

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

Clustering Analysis
Unsupervised learning
Unsupervised Learning
Supervised learning
Cluster analysis
8 Citations (Scopus)

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

Quarter Horse
melanoma
Horses
Melanoma
Color
12 Citations (Scopus)

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

18 Citations (Scopus)

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

Uniform Ergodicity
Geometric Ergodicity
Markov Chain Monte Carlo
Update
Metropolis-Hastings
79 Citations (Scopus)

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., Pett, S. L., Phillips, A., Touloumi, G. & Vjechaj, M. J., Jan 1 2013, In : Clinical Trials. 10, p. S5-S36

Research output: Contribution to journalArticle

HIV
Virus Diseases
CD4 Lymphocyte Count
Therapeutics
Acquired Immunodeficiency Syndrome
9 Citations (Scopus)

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

Change Point
Multivariate Data
Change-point Estimation
Change-point Problem
Change-point Detection
42 Citations (Scopus)

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

Packing
Limiting Distribution
Angle
Learning systems
Unit vector
41 Citations (Scopus)

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

Partial Least Squares Regression
Partial Least Squares
Envelope
Multivariate Statistics
Estimator
8 Citations (Scopus)

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., Mickelson, J. R. & Røed, K. H., Dec 1 2013, In : Animal Genetics. 44, 6, p. 766-769 4 p.

Research output: Contribution to journalArticle

developmental orthopedic disease
Standardbred
phalanges
Quantitative Trait Loci
Genome-Wide Association Study
10 Citations (Scopus)

Estimation of multivariate means with heteroscedastic errors using envelope models

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

Research output: Contribution to journalArticle

Heteroscedastic Errors
Covariance Structure
Envelope
Efficient Estimation
Asymptotic Variance
21 Citations (Scopus)

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

Dimensional Analysis
Experimental design
Design of experiments
Engineering
Scalability
9 Citations (Scopus)

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

Birth-death Process
Tuberculosis
Fingerprinting
Panel Data
Immigration
113 Citations (Scopus)

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

horse breeds
horse
Horses
Myostatin
myostatin

Hypotheses testing as a fuzzy set estimation problem

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

Research output: Contribution to journalArticle

p-Value
Hypothesis Testing
Membership Function
Fuzzy Sets
Null
46 Citations (Scopus)

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

Multivariate Linear Model
Hypothesis Test
Railroad cars
Measure Data
Repeated Measures
10 Citations (Scopus)

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. J., 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

HIV
CD4 Lymphocyte Count
RNA
Group Psychotherapy
Therapeutics
28 Citations (Scopus)

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. J., 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

Bone Remodeling
Body Composition
Bone Density
Collagen Type I
Pelvic Bones
3 Citations (Scopus)

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

Limit Theorems
Jacobi
Ensemble
Eigenvalue
Smallest Eigenvalue
10 Citations (Scopus)

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

Datalog
Exponential Family
Random Effects
Fitness
Likelihood
2 Citations (Scopus)

Logarithmic transformation-based gamma random number generators

Xi, B., Tan, K. M. & Liu, C., Jan 1 2013, In : Journal of Statistical Software. 55, 4

Research output: Contribution to journalArticle

Random number Generator
Random variables
Logarithmic
Monte Carlo methods
Shape Parameter
31 Citations (Scopus)

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

Plant Resins
Metabolomics
Populus
Honey
Bees
4 Citations (Scopus)

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

Sparse Approximation
Metric Entropy
Linear Approximation
Entropy
L-p space
31 Citations (Scopus)

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

Metronomic Administration
Chlorambucil
Transitional Cell Carcinoma
bladder
carcinoma
5 Citations (Scopus)

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

Minimax Estimation
Optimal Estimation
Covariance matrix
Minimax
Decay
1 Citation (Scopus)

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

Partially Linear Regression Model
Model Selection
Regression Estimation
Estimator
Oracle Inequalities
5 Citations (Scopus)

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

Adaptive Lasso
Standard error
Model Selection
Lasso
Variable Selection
17 Citations (Scopus)

Network-Based Penalized Regression With Application to Genomic Data

Kim, S., Pan, W. & Shen, X. T., Jan 1 2013, In : Biometrics. 69, 3, p. 582-593 12 p.

Research output: Contribution to journalArticle

Penalized Regression
Convex optimization
Gene expression
Parameter estimation
Genomics
9 Citations (Scopus)

On constrained and regularized high-dimensional regression

Shen, X. T., 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

High-dimensional
Regression
Feature Selection
Parameter Estimation
Regularization
3 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Familywise Error Rate
Multiple Testing
Gene Expression Data
Gene expression
Permutation
5 Citations (Scopus)

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

Gaussian Random Field
Density Function
Probability density function
Exponential functions
Random variables
1 Citation (Scopus)

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

Estimating Function
Oracle Property
Estimator
Quantile Regression
Survival Analysis
12 Citations (Scopus)

Penalized regression and risk prediction in genome-wide association studies

Austin, E., Pan, W. & Shen, X. T., Aug 1 2013, In : Statistical Analysis and Data Mining. 6, 4, p. 315-328 14 p.

Research output: Contribution to journalArticle

Penalized Regression
Shrinkage
Single nucleotide Polymorphism
Genome
Nucleotides
39 Citations (Scopus)

Perturbation analysis of orthogonal matching pursuit

Ding, J., Chen, L. & Gu, Y., Jan 7 2013, In : IEEE Transactions on Signal Processing. 61, 2, p. 398-410 13 p., 6320703.

Research output: Contribution to journalArticle

Recovery
5 Citations (Scopus)

Platelet count and plateletcrit in Cavalier King Charles Spaniels and Greyhounds using the Advia 120 and 2120

Kelley, J., Sharkey, L. C., Christopherson, P. W. & Rendahl, A., Mar 1 2013, In : Veterinary Clinical Pathology. 43, 1, p. 43-49 7 p.

Research output: Contribution to journalArticle

Greyhound
blood platelet count
Platelet Count
Blood Platelets
Thrombopoiesis
6 Citations (Scopus)

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

Linear regression
Predictors
High-dimensional
Regression
Prediction
97 Citations (Scopus)

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

Quantile
Screening
High-dimensional
Random Censoring
Quantile Function
10 Citations (Scopus)

Quantile regression for recurrent gap time data

Luo, X., Huang, C. Y. & Wang, L., Jun 1 2013, In : Biometrics. 69, 2, p. 375-385 11 p.

Research output: Contribution to journalArticle

Quantile Regression
Public health
Medicine
Hazards
Statistics
31 Citations (Scopus)

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

cisplatin
Transitional Cell Carcinoma
bladder
Cisplatin
carcinoma
14 Citations (Scopus)

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

Efficient Estimation
Scale Invariant
Linear regression
Envelope
Linear Models
1 Citation (Scopus)

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

Sequential Analysis
Cox Model
Calendar
Dependent
Group Sequential
22 Citations (Scopus)

Simultaneous grouping pursuit and feature selection over an undirected graph

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

Research output: Contribution to journalArticle

Pursuit
Undirected Graph
Grouping
Feature Selection
Optimal Estimation
11 Citations (Scopus)

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

Tapering
Covariance matrix
Tuning
Curve Estimation
Minimax Rate
4 Citations (Scopus)
Linguistics
Biomechanical Phenomena
Language
Learning
linguistics
43 Citations (Scopus)

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

Binary Classification
Screening
High-dimensional
Filter
screening
26 Citations (Scopus)

Theory of self-learning Q-matrix

Liu, J., Xu, G. & Ying, Z., Dec 2 2013, In : Bernoulli. 19, 5 A, p. 1790-1817 28 p.

Research output: Contribution to journalArticle

Q-matrix
Self-learning
Attribute
Sufficient Conditions
11 Citations (Scopus)

Using p values to design statistical process control charts

Li, Z., Qiu, P., Chatterjee, S. B. & Wang, Z., Jan 1 2013, In : Statistical Papers. 54, 2, p. 523-539 17 p.

Research output: Contribution to journalArticle

Statistical Process Control
Control Charts
p-Value
Process Monitoring
Significance level
10 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Regression Splines
Smoothing Splines
Quantile Regression
Analysis of variance
Nonparametric Regression
27 Citations (Scopus)

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

Missing Covariates
Quantile Regression
imidazole mustard
Health Care Costs
Healthcare