Research Output 1969 2020

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2017
12 Citations (Scopus)

Cocolasso for high-dimensional error-in-variables regression

Datta, A. & Zou, H., Dec 2017, In : Annals of Statistics. 45, 6, p. 2400-2426 27 p.

Research output: Contribution to journalArticle

Errors in Variables
Cross-validation
Lasso
High-dimensional
Regression
5 Citations (Scopus)

Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering

Chang, J., Zhou, W., Zhou, W. X. & Wang, L., Mar 1 2017, In : Biometrics. 73, 1, p. 31-41 11 p.

Research output: Contribution to journalArticle

Dependence Structure
Covariance matrix
Cluster Analysis
Genes
Clustering
2 Citations (Scopus)

Cusum control for data following the von Mises distribution

Hawkins, D. M. & Lombard, F., Jun 11 2017, In : Journal of Applied Statistics. 44, 8, p. 1319-1332 14 p.

Research output: Contribution to journalArticle

Von Mises Distribution
Cumulative Sum
Control Charts
Quality Control
Cumulative sum
5 Citations (Scopus)

Decentralized sequential composite hypothesis test based on one-bit communication

Li, S., Li, X., Wang, X. & Liu, J., 2017, In : IEEE Transactions on Information Theory.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Estimation and Inference of Quantile Regression for Survival Data Under Biased Sampling

Xu, G., Sit, T., Wang, L. & Huang, C. Y., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1571-1586 16 p.

Research output: Contribution to journalArticle

Biased Sampling
Resampling Methods
Quantile Regression
Survival Data
Case-cohort Design
2 Citations (Scopus)

Examining the potential for racial disparity in out-of-home placement decisions: A quantitative matched-pair study

Woodmass, K., Weisberg, S., Shlomi, H., Rockymore, M. & Wells, S. J., Apr 1 2017, In : Children and Youth Services Review. 75, p. 96-109 14 p.

Research output: Contribution to journalArticle

African Americans
casework
number of children
neglect
secondary analysis
4 Citations (Scopus)

Exploratory Item Classification Via Spectral Graph Clustering

Chen, Y., Li, X., Liu, J., Xu, G. & Ying, Z., 2017, In : Applied Psychological Measurement. p. 0146621617692977 1 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

High dimensional semiparametric latent graphical model for mixed data

Fan, J., Liu, H., Ning, Y. & Zou, H., Mar 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 2, p. 405-421 17 p.

Research output: Contribution to journalArticle

Mixed Data
Latent Variables
Graphical Models
High-dimensional
Binary Variables
10 Citations (Scopus)

Immediate Initiation of Antiretroviral Therapy for HIV Infection Accelerates Bone Loss Relative to Deferring Therapy: Findings from the START Bone Mineral Density Substudy, a Randomized Trial

Hoy, J. F., Grund, B., Roediger, M., Schwartz, A. V., Shepherd, J., Avihingsanon, A., Badal-Faesen, S., de Wit, S., Jacoby, S., La Rosa, A., Pujari, S., Schechter, M., White, D., Engen, N. W., Ensrud, K., Aagaard, P. D., Carr, A. & for the INSIGHT START Bone Mineral Density Substudy Group, Sep 2017, In : Journal of Bone and Mineral Research. 32, 9, p. 1945-1955 11 p.

Research output: Contribution to journalArticle

Open Access
Bone Density
HIV Infections
Bone and Bones
Therapeutics
HIV

Metric entropy of q-hulls in banach spaces of type-p

Cockreham, J., Gao, F. & Yang, Y., Dec 1 2017, In : Proceedings of the American Mathematical Society. 145, 12, p. 5205-5214 10 p.

Research output: Contribution to journalArticle

Metric Entropy
Banach spaces
Entropy
Banach space
Upper bound
7 Citations (Scopus)

Multiple Change Point Analysis: Fast Implementation and Strong Consistency

Ding, J., Xiang, Y., Shen, L. & Tarokh, V., Sep 1 2017, In : IEEE Transactions on Signal Processing. 65, 17, p. 4495-4510 16 p., 7938741.

Research output: Contribution to journalArticle

Time series
Random processes
Experiments
Temperature
6 Citations (Scopus)

Multivariate initial sequence estimators in Markov chain Monte Carlo

Dai, N. & Jones, G., Jul 1 2017, In : Journal of Multivariate Analysis. 159, p. 184-199 16 p.

Research output: Contribution to journalArticle

Covariance matrix
Markov Chain Monte Carlo
Markov processes
Estimator
Normal distribution
5 Citations (Scopus)

Neural indices of phonemic discrimination and sentence-level speech intelligibility in quiet and noise: A P3 study

Koerner, T. K., Zhang, Y., Nelson, P. B., Wang, B. & Zou, H., Jul 1 2017, In : Hearing Research. 350, p. 58-67 10 p.

Research output: Contribution to journalArticle

Speech Intelligibility
Noise
Speech Perception
Discrimination (Psychology)
Signal-To-Noise Ratio

On the Individual Surrogate Paradox

Ma, L., Yin, Y., Liu, L. & Geng, Z., 2017, In : arXiv.

Research output: Contribution to journalArticle

Paradox
Causal effect
Progression
Treatment effects
Substitute

Optimal stopping and worker selection in crowdsourcing: An adaptive sequential probability ratio test framework

Li, X., Chen, Y., Chen, X., Liu, J. & Ying, Z., 2017, In : arXiv preprint arXiv:1708.08374.

Research output: Contribution to journalArticle

3 Citations (Scopus)

PGEE: An R package for analysis of longitudinal data with high-dimensional covariates

Inan, G. & Wang, L., Jun 1 2017, In : R Journal. 9, 1, p. 393-402 10 p.

Research output: Contribution to journalArticle

Longitudinal Data
Generalized Estimating Equations
Covariates
High-dimensional
Simultaneous Estimation
14 Citations (Scopus)

Predictors of Outcome in Conservative and Minimally Invasive Surgical Management of Pain Originating from the Sacroiliac Joint

Dengler, J., Duhon, B., Whang, P., Frank, C., Glaser, J., Sturesson, B., Garfin, S., Cher, D., Rendahl, A., Polly, D. & On behalf of the INSITE, iMIA, SIFI study groups, Nov 1 2017, In : Spine. 42, 21, p. 1664-1673 10 p.

Research output: Contribution to journalArticle

Open Access
Sacroiliac Joint
Pain Management
Arthralgia
Confidence Intervals
Pain

Rank-based estimation for semiparametric accelerated failure time model under length-biased sampling

Chiou, S. H. & Xu, G., Mar 1 2017, In : Statistics and Computing. 27, 2, p. 483-500 18 p.

Research output: Contribution to journalArticle

Biased Sampling
Accelerated Failure Time Model
Estimating Equation
Semiparametric Model
Sampling
2 Citations (Scopus)

Rare-event analysis for extremal eigenvalues of white wishart matrices

Jiang, T., Leder, K. & Xu, G., Aug 1 2017, In : Annals of Statistics. 45, 4, p. 1609-1637 29 p.

Research output: Contribution to journalArticle

Wishart Matrix
Tail Probability
Rare Events
Eigenvalue
Multivariate Analysis
8 Citations (Scopus)

Recommendation System for Adaptive Learning

Chen, Y., Li, X., Liu, J. & Ying, Z., 2017, In : Applied Psychological Measurement. p. 014662161769795

Research output: Contribution to journalArticle

Learning
learning
Vanilla
Psychometrics
psychometrics
2 Citations (Scopus)

Regularized Latent Class Analysis with Application in Cognitive Diagnosis

Chen, Y., Li, X., Liu, J. & Ying, Z., Sep 1 2017, In : Psychometrika. 82, 3, p. 660-692 33 p.

Research output: Contribution to journalArticle

Latent Class Analysis
Diagnostics
Model
Lack of Fit
Latent Class Model
4 Citations (Scopus)

Resampling-based tests for Lasso in genome-wide association studies

Arbet, J., Mc Gue, M., Chatterjee, S. B. & Basu, S., Jul 24 2017, In : BMC genetics. 18, 1, 70.

Research output: Contribution to journalArticle

Open Access
Genome-Wide Association Study
alachlor
Phenotype
Twin Studies
Sample Size
2 Citations (Scopus)
Rwanda
Health Expenditures
Demography
determinants
expenditures
4 Citations (Scopus)

Sequential rank CUSUM charts for angular data

Lombard, F., Hawkins, D. M. & Potgieter, C. J., Jan 1 2017, In : Computational Statistics and Data Analysis. 105, p. 268-279 12 p.

Research output: Contribution to journalArticle

Cumulative Sum
Chart
Astrophysics
Distribution-free
Control Charts
4 Citations (Scopus)

SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series

Han, Q., Ding, J., Airoldi, E. M. & Tarokh, V., Oct 1 2017, In : IEEE Transactions on Signal Processing. 65, 19, p. 4994-5005 12 p., 7950945.

Research output: Contribution to journalArticle

Splines
Time series
Adaptive filtering
10 Citations (Scopus)

Spectral Radii of Large Non-Hermitian Random Matrices

Jiang, T. & Qi, Y., Mar 1 2017, In : Journal of Theoretical Probability. 30, 1, p. 326-364 39 p.

Research output: Contribution to journalArticle

Non-Hermitian Matrix
Spectral Radius
Random Matrices
Ensemble
Infinite product
1 Citation (Scopus)

The Professor-Librarian: Academic Librarians Teaching Credit-Bearing Courses

Sobel, K., Ramsey, P. & Jones, G., Dec 14 2017, In : Public Services Quarterly. 14, 1, p. 1-21 21 p.

Research output: Contribution to journalArticle

credit
librarian
university teacher
Teaching
Credit
3 Citations (Scopus)

Toward an objective and reproducible model choice via variable selection deviation

Yang, W. & Yang, Y., Mar 1 2017, In : Biometrics. 73, 1, p. 20-30 11 p.

Research output: Contribution to journalArticle

Model Choice
Bioinformatics
Variable Selection
Covariates
Deviation
9 Citations (Scopus)

Using temporal detrending to observe the spatial correlation of traffic

Ermagun, A., Chatterjee, S. & Levinson, D., May 1 2017, In : PloS one. 12, 5, e0176853.

Research output: Contribution to journalArticle

Highway systems
traffic
Topology
Switches
topology
5 Citations (Scopus)

Weighted envelope estimation to handle variability in model selection

Eck, D. J. & Cook, R. D., Sep 1 2017, In : Biometrika. 104, 3, p. 743-749 7 p.

Research output: Contribution to journalArticle

Volatilization
Model Selection
Envelope
data analysis
Estimator
4 Citations (Scopus)

Word segmentation in Chinese language processing

Shu, X., Wang, J., Shen, X. & Qu, A., Jan 1 2017, In : Statistics and its Interface. 10, 2, p. 165-173 9 p.

Research output: Contribution to journalArticle

Labels
Segmentation
Processing
Internet
Statistical Learning
2016
9 Citations (Scopus)

A consistent information criterion for support vector machines in diverging model spaces

Zhang, X., Wu, Y., Wang, L. & Li, R., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

Information Criterion
Support vector machines
Support Vector Machine
Model Selection
Justification
6 Citations (Scopus)

A data-driven approach to conditional screening of high-dimensional variables

Hong, H. G., Wang, L. & He, X., Jan 1 2016, In : Stat. 5, 1, p. 200-212 13 p.

Research output: Contribution to journalArticle

Data-driven
Screening
High-dimensional
Hidden Variables
Leukemia

A Fused Latent and Graphical Model for Multivariate Binary Data

Chen, Y., Li, X., Liu, J. & Ying, Z., Jun 28 2016, In : arXiv: 1606.08925.

Research output: Contribution to journalArticle

Parameter estimation
11 Citations (Scopus)

Algorithms for Envelope Estimation

Cook, R. D. & Zhang, X., Jan 2 2016, In : Journal of Computational and Graphical Statistics. 25, 1, p. 284-300 17 p.

Research output: Contribution to journalArticle

Envelope
Grassmann Manifold
Linear regression
Structural Properties
Optimization
8 Citations (Scopus)

A method for comparing non-nested models with application to astrophysical searches for new physics

Algeri, S., Conrad, J. & van Dyk, D. A., May 1 2016, In : Monthly Notices of the Royal Astronomical Society: Letters. 458, 1, p. L84-L88

Research output: Contribution to journalArticle

astrophysics
physics
hypothesis testing
dark matter
rays
5 Citations (Scopus)

An adaptive two-sample test for high-dimensional means

Xu, G., Lin, L., Wei, P. & Pan, W., Sep 1 2016, In : Biometrika. 103, 3, p. 609-624 16 p.

Research output: Contribution to journalArticle

Adaptive Test
Two-sample Test
Genome-Wide Association Study
Chromosomes
Nucleotides
6 Citations (Scopus)

An error bound for L1-norm support vector machine coefficients in ultra-high dimension

Peng, B., Wang, L. & Wu, Y., Dec 1 2016, In : Journal of Machine Learning Research. 17, p. 1-26 26 p.

Research output: Contribution to journalArticle

L1-norm
Error Bounds
Higher Dimensions
Support vector machines
Support Vector Machine
5 Citations (Scopus)

A new algorithm and theory for penalized regression-based clustering

Wu, C., Kwon, S., Shen, X. & Pan, W., Oct 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

Penalized Regression
Method of multipliers
Alternating Direction Method
Clustering
Grouping
5 Citations (Scopus)

A note on fast envelope estimation

Cook, R. D., Forzani, L. & Su, Z., Jan 1 2016, In : Journal of Multivariate Analysis. 150, p. 42-54 13 p.

Research output: Contribution to journalArticle

Envelope
Grassmannian
Optimization
Computing
Simulation
3 Citations (Scopus)

Applications of a novel clustering approach using non-negative matrix factorization to environmental research in public health

Fogel, P., Gaston-Mathé, Y., Hawkins, D., Fogel, F., Luta, G. & Young, S. S., May 18 2016, In : International journal of environmental research and public health. 13, 5, 509.

Research output: Contribution to journalArticle

Cluster Analysis
Public Health
Research
Principal Component Analysis
Research Personnel

Assessing the Treatment Effect Heterogeneity with a Latent Variable

Yin, Y., Liu, L. & Geng, Z., 2016, In : Statistica Sinica. 28, 1, p. 115-135 21 p.

Research output: Contribution to journalArticle

Latent Variables
Treatment Effects
Average Treatment Effect
Potential Outcomes
Proportion
Scabies
immunosuppressive agents
scabies
Immunosuppressive Agents
retrospective studies
5 Citations (Scopus)

Central nervous system injury - A newly observed bystander effect of radiation

Feiock, C., Yagi, M., Maidman, A., Rendahl, A., Hui, S. & Seelig, D., Sep 2016, In : PloS one. 11, 9, e0163233.

Research output: Contribution to journalArticle

Bystander Effect
Nervous System Trauma
Neurology
central nervous system
Brain
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
1 Citation (Scopus)

Complementary lattice arrays for coded aperture imaging

Ding, J., Noshad, M. & Tarokh, V., May 2016, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 33, 5, p. 863-881 19 p.

Research output: Contribution to journalArticle

apertures
Imaging techniques
Imaging systems

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