Research Output 1969 2020

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2016
23 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
7 Citations (Scopus)

Integrative and regularized principal component analysis of multiple sources of data

Liu, B., Shen, X. T. & 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
26 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)

Key Pre-Distributions From Graph-Based Block Designs

Ding, J., Bouabdallah, A. & Tarokh, V., Mar 15 2016, In : IEEE Sensors Journal. 16, 6, p. 1842-1850 9 p., 7331238.

Research output: Contribution to journalArticle

Wireless sensor networks
sensors
Communication
communication
resources
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

Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities

Yin, Y., Liu, L., geng, Z. & Luo, P., Jul 19 2016, (Submitted) In : Journal of American Statistical Association.

Research output: Contribution to journalArticle

Optimality
Paradox
Causal effect
Data generating process
Substitute
7 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

3 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 1 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
23 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
6 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
8 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
59 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
4 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

5 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
3 Citations (Scopus)

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

Li, D. & Zou, H., Apr 1 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
6 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
23 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. T., 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
45 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
30 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
17 Citations (Scopus)
low sodium foods
Salts
Sodium
salts
Food
33 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)
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
9 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
6 Citations (Scopus)

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., Neuhaus, 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. & 31 others, Herrero, P., 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

Biomarkers
Human immunodeficiency virus 1
case-control studies
MicroRNAs
microRNA
10 Citations (Scopus)

Confidence sets for model selection by F-testing

Ferrari, D. & Yang, Y., Oct 1 2015, In : Statistica Sinica. 25, 4, p. 1637-1658 22 p.

Research output: Contribution to journalArticle

Confidence Set
Model Selection
Variable Selection
Testing
Predictors
73 Citations (Scopus)

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

Selection Procedures
Cross-validation
Model Selection
Misconceptions
Guidance
5 Citations (Scopus)

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

Sufficient Dimension Reduction
Diagnostics
Dimension Reduction
Predictors
Dimension-reduction Subspaces
4 Citations (Scopus)

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

Euclidean
Ball
Eigenvalue
Unit Sphere
Physics
9 Citations (Scopus)

Efficient nonconvex sparse group feature selection via continuous and discrete optimization

Xiang, S., Shen, X. T. & Ye, J., Jan 1 2015, In : Artificial Intelligence. 224, p. 28-50 23 p., 2829.

Research output: Contribution to journalArticle

Feature extraction
Group
Parameter estimation
projection
Feature Selection
11 Citations (Scopus)

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

Reduced Rank Regression
Envelope
Reduced Rank
Regression
Estimator
8 Citations (Scopus)
Raptors
External Fixators
pins
birds of prey
Comorbidity
13 Citations (Scopus)

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

Public Health Nursing
Health Literacy
Benchmarking
Electronic Health Records
Outcome Assessment (Health Care)