Research Output 1969 2020

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2016
14 Citations (Scopus)

Characterization of viral load, viability and persistence of influenza a virus in air and on surfaces of swine production facilities

Neira, V., Rabinowitz, P., Rendahl, A., Paccha, B., Gibbs, S. G. & Torremorell, M., Jan 12 2016, In : PloS one. 11, 1, e0146616.

Research output: Contribution to journalArticle

Influenza A virus
Orthomyxoviridae
viral load
Viral Load
Viruses

Chernoff index for cox test of separate parametric families

Li, X., Liu, J. & Ying, Z., 2016, In : arXiv preprint arXiv:1606.08248.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Classification With Unstructured Predictors and an Application to Sentiment Analysis

Wang, J., Shen, X., Sun, Y. & Qu, A., Jul 2 2016, In : Journal of the American Statistical Association. 111, 515, p. 1242-1253 12 p.

Research output: Contribution to journalArticle

Sentiment Analysis
Predictors
Classifier
Linear Constraints
Vertex of a graph

Constructing synthetic samples

Dong, H. & Meeden, G., Mar 2016, In : Journal of Official Statistics. 32, 1, p. 113-127 15 p.

Research output: Contribution to journalArticle

Random Search
Percent
Search Algorithm
Simulation Study
Optimization Problem
2 Citations (Scopus)

Determination of GP88 (progranulin) expression in breast tumor biopsies improves the risk predictive value of the Nottingham Prognostic Index

Serrero, G., Hawkins, D. M., Bejarano, P. A., Ioffe, O., Tkaczuk, K. R., Elliott, R. E., Head, J. F., Phillips, J., Godwin, A. K., Weaver, J. E., Hicks, D. & Yue, B., Aug 8 2016, In : Diagnostic Pathology. 11, 1, 71.

Research output: Contribution to journalArticle

Breast Neoplasms
Biopsy
Immunohistochemistry
Survival
Neoplasms
Adaptive Estimation
Optimal Rates
High-dimensional
Optimal Estimation
Optimality

Errors in variables regression with value-censored data

Hawkins, D. M. & Weckwerth, C., Jun 1 2016, In : Journal of Chemometrics. 30, 6, p. 332-335 4 p.

Research output: Contribution to journalArticle

Errors in Variables
Censored Data
Regression
Method Comparison
Coefficient of variation
8 Citations (Scopus)
Horses
horses
body length
body weight
Buttocks
6 Citations (Scopus)

Estimation of multiple networks in Gaussian mixture models

Gao, C., Zhu, Y., Shen, X. T. & Pan, W., Jan 1 2016, In : Electronic Journal of Statistics. 10, 1, p. 1133-1154 22 p.

Research output: Contribution to journalArticle

Gaussian Mixture Model
Functional Genomics
Unknown
Gene Networks
Gene Regulation
17 Citations (Scopus)

Global rates of convergence of the MLEs of log-concave and s-concave densities

Doss, C. R. & Wellner, J. A., Jun 2016, In : Annals of Statistics. 44, 3, p. 954-981 28 p.

Research output: Contribution to journalArticle

Log-concave
Maximum Likelihood Estimator
Rate of Convergence
Metric
Maximum likelihood estimator
9 Citations (Scopus)

High-dimensional generalizations of asymmetric least squares regression and their applications

Gu, Y. & Zou, H., Dec 2016, In : Annals of Statistics. 44, 6, p. 2661-2694 34 p.

Research output: Contribution to journalArticle

Least Squares Regression
High-dimensional
Least Squares
Heteroscedasticity
Quantile Regression
25 Citations (Scopus)

Identifiability of Diagnostic Classification Models

Xu, G. & Zhang, S., Sep 1 2016, In : Psychometrika. 81, 3, p. 625-649 25 p.

Research output: Contribution to journalArticle

Identifiability
Diagnostics
Statistical Models
Model
Duality
2 Citations (Scopus)

Indirect multivariate response linear regression

Molstad, A. J. & Rothman, A. J., Sep 1 2016, In : Biometrika. 103, 3, p. 595-607 13 p.

Research output: Contribution to journalArticle

Multivariate Response
Normal Distribution
Regression Coefficient
shrinkage
Linear regression
8 Citations (Scopus)

Integrative and regularized principal component analysis of multiple sources of data

Liu, B., Shen, X. & Pan, W., Jun 15 2016, In : Statistics in Medicine. 35, 13, p. 2235-2250 16 p.

Research output: Contribution to journalArticle

Information Storage and Retrieval
Principal Component Analysis
DNA Methylation
Neoplasms
DNA
29 Citations (Scopus)

Interleukin 6 Is a Stronger Predictor of Clinical Events Than High-Sensitivity C-Reactive Protein or D-Dimer during HIV Infection

Borges, Á. H., O'Connor, J. L., Phillips, A. N., Neaton, J. D., Grund, B., Neuhaus, J., Vjecha, M. J., Calmy, A., Koelsch, K. K. & Lundgren, J. D., Aug 1 2016, In : Journal of Infectious Diseases. 214, 3, p. 408-416 9 p.

Research output: Contribution to journalArticle

Virus Diseases
C-Reactive Protein
Interleukin-6
HIV
Confidence Intervals
3 Citations (Scopus)

Kernel estimation and model combination in a bandit problem with covariates

Qian, W. & Yang, Y., Oct 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

Bandit Problems
Kernel Estimation
Reward
Covariates
Supervised learning
8 Citations (Scopus)

Multitask Quantile Regression Under the Transnormal Model

Fan, J., Xue, L. & Zou, H., Oct 1 2016, In : Journal of the American Statistical Association. 111, 516, p. 1726-1735 10 p.

Research output: Contribution to journalArticle

Quantile Regression
Regularization
High-dimensional
Method of multipliers
Cholesky Decomposition
14 Citations (Scopus)

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

Koerner, T. K., Zhang, Y., Nelson, P. B., Wang, B. & Zou, H., Sep 1 2016, In : Hearing Research. 339, p. 40-49 10 p.

Research output: Contribution to journalArticle

Speech Intelligibility
Noise
Speech Perception
Evoked Potentials
Acoustics
1 Citation (Scopus)

Nonlinear joint latent variable models and integrative tumor subtype discovery

Liu, B., Shen, X. T. & Pan, W., Apr 1 2016, In : Statistical Analysis and Data Mining. 9, 2, p. 106-116 11 p.

Research output: Contribution to journalArticle

Latent Variable Models
Joint Model
Tumors
Tumor
Feature extraction
8 Citations (Scopus)

On inverse probability-weighted estimators in the presence of interference

Liu, L., Hudgens, M. G. & Becker-Dreps, S., 2016, In : Biometrika.

Research output: Contribution to journalArticle

4 Citations (Scopus)

On methods for correcting for the look-elsewhere effect in searches for new physics

Algeri, S., Van Dyk, D. A., Conrad, J. & Anderson, B., Dec 14 2016, In : Journal of Instrumentation. 11, 12, P12010.

Research output: Contribution to journalArticle

Physics
physics
Signal detection
Testing
Computational efficiency
2 Citations (Scopus)

On the Tail Probabilities of Aggregated Lognormal Random Fields with Small Noise

Li, X., Liu, J. & Xu, G., Feb 2016, In : Mathematics of Operations Research. 41, 1, p. 236-246 11 p.

Research output: Contribution to journalArticle

Tail Probability
Risk analysis
Random Field
Converge
Risk Analysis
27 Citations (Scopus)

Partially linear additive quantile regression in ultra-high dimension

Sherwood, B. & Wang, L., Feb 1 2016, In : Annals of Statistics. 44, 1, p. 288-317 30 p.

Research output: Contribution to journalArticle

Quantile Regression
Quantile
Higher Dimensions
Covariates
High-dimensional
7 Citations (Scopus)

Personalized Prediction and Sparsity Pursuit in Latent Factor Models

Zhu, Y., Shen, X. T. & Ye, C., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 241-252 12 p.

Research output: Contribution to journalArticle

Factor Models
Pursuit
Sparsity
Prediction
Factorization
10 Citations (Scopus)
Proteome
Isotopes
Peptides
Proteins
Throughput
2 Citations (Scopus)

Randomized allocation with arm elimination in a bandit problem with covariates

Qian, W. & Yang, Y., Jan 1 2016, In : Electronic Journal of Statistics. 10, 1, p. 242-270 29 p.

Research output: Contribution to journalArticle

Bandit Problems
Minimax Rate
Regret
Reward
Elimination
62 Citations (Scopus)

Relevance of interleukin-6 and D-dimer for serious non-AIDS morbidity and death among HIV-positive adults on suppressive antiretroviral therapy

Grund, B., Baker, J. V., Deeks, S. G., Wolfson, J., Wentworth, D., Cozzi-Lepri, A., Cohen, C. J., Phillips, A., Lundgren, J. D. & Neaton, J. D., May 1 2016, In : PloS one. 11, 5, e0155100.

Research output: Contribution to journalArticle

interleukin-6
morbidity
Interleukin-6
HIV
death
3 Citations (Scopus)

Replicates in high dimensions, with applications to latent variable graphical models

Tan, K. M., Ning, Y., Witten, D. M. & Liu, H., Dec 1 2016, In : Biometrika. 103, 4, p. 761-777 17 p.

Research output: Contribution to journalArticle

Latent Variable Models
Graphical Models
Design of experiments
Higher Dimensions
Research Design
5 Citations (Scopus)

Scaled Predictor Envelopes and Partial Least-Squares Regression

Cook, R. D. & Su, Z., Apr 2 2016, In : Technometrics. 58, 2, p. 155-165 11 p.

Research output: Contribution to journalArticle

Partial Least Squares Regression
Partial Least Squares
Envelope
Predictors
Statistics

Sequential hypothesis test with online usage-constrained sensor selection

Li, S., Li, X., Wang, X. & Liu, J., 2016, In : arXiv preprint arXiv:1601.06447.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Sparse Distance Weighted Discrimination

Wang, B. & Zou, H., Jul 2 2016, In : Journal of Computational and Graphical Statistics. 25, 3, p. 826-838 13 p.

Research output: Contribution to journalArticle

Discrimination
Second-order Cone Programming
Regularization Parameter
High-dimensional Data
Computational Efficiency
5 Citations (Scopus)

SURE information criteria for large covariance matrix estimation and their asymptotic properties

Li, D. & Zou, H., Apr 2016, In : IEEE Transactions on Information Theory. 62, 4, p. 2153-2169 17 p., 7407414.

Research output: Contribution to journalArticle

Covariance matrix
regression
Tuning
Bandwidth
1 Citation (Scopus)

SURREAL TIME and ULTRATASKS

Al-Dhalimy, H. & Geyer, C. J., Dec 1 2016, In : Review of Symbolic Logic. 9, 4, p. 836-847 12 p.

Research output: Contribution to journalArticle

Trivial
Continuum
Model
Class
Mathematics

Survival analysis following dynamic randomization

Luo, X., Li, M., Xu, G. & Tu, D., Aug 15 2016, In : Contemporary Clinical Trials Communications. 3, p. 39-47 9 p.

Research output: Contribution to journalArticle

Survival Analysis
Random Allocation
Clinical Trials
10 Citations (Scopus)

Tweedie’s Compound Poisson Model With Grouped Elastic Net

Qian, W., Yang, Y. & Zou, H., Apr 2 2016, In : Journal of Computational and Graphical Statistics. 25, 2, p. 606-625 20 p.

Research output: Contribution to journalArticle

Elastic Net
Compound Poisson
Poisson Model
Insurance
Iteratively Reweighted Least Squares
7 Citations (Scopus)

Using quantile regression to create baseline norms for neuropsychological tests

Sherwood, B., Zhou, A. X. H., Weintraub, S. & Wang, L., Jan 1 2016, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 2, p. 12-18 7 p.

Research output: Contribution to journalArticle

Neuropsychological Tests
National Institute on Aging (U.S.)
Alzheimer Disease
Regression Analysis
Demography
16 Citations (Scopus)

Variable selection for support vector machines in moderately high dimensions

Zhang, X., Wu, Y., Wang, L. & Li, R., Jan 1 2016, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 78, 1, p. 53-76 24 p.

Research output: Contribution to journalArticle

Variable Selection
Higher Dimensions
Support Vector Machine
Local Minimizer
Estimator
2015
24 Citations (Scopus)

1,25-Dihydroxyvitamin D to PTH(1-84) ratios strongly predict cardiovascular death in heart failure

Gruson, D., Ferracin, B., Ahn, S. A., Zierold, C., Blocki, F., Hawkins, D. M., Bonelli, F. & Rousseau, M. F., Aug 26 2015, In : PloS one. 10, 8, e0135427.

Research output: Contribution to journalArticle

parathyroid hormone
heart failure
Parathyroid Hormone
Heart Failure
death

Adaptive Modeling Procedure Selection by Data Perturbation

Zhang, Y. & Shen, X., Oct 2 2015, In : Journal of Business and Economic Statistics. 33, 4, p. 541-551 11 p.

Research output: Contribution to journalArticle

Data Perturbation
selection procedure
Selection Procedures
Model Selection
Uncertainty Modeling
50 Citations (Scopus)

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

Lasso
Majorization
Classifiers
Descent
Concretes
33 Citations (Scopus)

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

Multivariate Tests
Non-parametric test
High-dimensional
Hotelling's T2
Multivariate Data
19 Citations (Scopus)
low sodium foods
Salts
Sodium
salts
Food
37 Citations (Scopus)

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

Hierarchical Model
Mixture Model
Response Time
Reaction Time
Person
9 Citations (Scopus)

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

Population Growth
Body Size
larval development
Insects
body size
19 Citations (Scopus)

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

Penalized Regression
Coordinate Descent
Quantile Regression
Descent Algorithm
High-dimensional

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

Small Area Estimation
Bayes
Posterior distribution
Sampling
Auxiliary Information
1 Citation (Scopus)

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

Linkage Disequilibrium
Public Opinion
Genetic Structures
Logistic Models
Hypertension
7 Citations (Scopus)

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

Large Deviations
Smallest Eigenvalue
Ensemble
Wishart Matrix
Largest Eigenvalue
9 Citations (Scopus)

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

predictive model
diagnostic
statistics
Markov Chains
research focus
11 Citations (Scopus)

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

Neuroaxonal Dystrophies
Tocopherols
cerebrospinal fluid
Selenium
tocopherols