Research Output 1969 2020

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2014

Development of a two-step indirect method for modeling ecom 50

Hall, L. H., Hall, L. M., Hill, D. W., Hawkins, D. M., Chen, M. H. & Grant, D. F., Jan 1 2014, In : Current Computer-Aided Drug Design. 10, 4, p. 374-382 9 p.

Research output: Contribution to journalArticle

Human Development
Mass Spectrometry
Confidence Intervals
Ions
Datasets
13 Citations (Scopus)

Dimension folding PCA and PFC for matrix-valued predictors

Ding, S. & Cook, R. D., Jan 1 2014, In : Statistica Sinica. 24, 1, p. 463-492 30 p.

Research output: Contribution to journalArticle

Principal Components
Folding
Principal Component Analysis
Predictors
Dimension Reduction
1 Citation (Scopus)

Does the inclusion of rare variants improve risk prediction?

Austin, E., Pan, W. & Shen, X. T., Jun 17 2014, In : BMC Proceedings. 8, S94.

Research output: Contribution to journalArticle

Blood pressure
Blood Pressure
Genes
Maximum likelihood estimation
Polymorphism
5 Citations (Scopus)

Efficient simulations for the exponential integrals of Hölder continuous Gaussian random fields

Liu, J. & Xu, G., Jan 1 2014, In : ACM Transactions on Modeling and Computer Simulation. 24, 2, 2567892.

Research output: Contribution to journalArticle

Exponential Integral
Gaussian Random Field
Tail Probability
Importance sampling
Importance Sampling
15 Citations (Scopus)

Estimation of body weight and development of a body weight score for adult equids using morphometric measurements

Martinson, K. L., Coleman, R. C., Rendahl, A., Fang, Z. & McCue, M. E., Jan 1 2014, In : Journal of animal science. 92, 5, p. 2230-2238 9 p.

Research output: Contribution to journalArticle

Horses
Body Weight
horses
body weight
Neck
49 Citations (Scopus)

Etiology of Childhood Diarrhea After Rotavirus Vaccine Introduction: A Prospective, Population-based Study in Nicaragua

Becker-Dreps, S., Bucardo, F., Vilchez, S., Zambrana, L. E., Liu, L., Weber, D. J., Peña, R., Barclay, L., Vinjé, J., Hudgens, M. G., Nordgren, J., Svensson, L., Morgan, D. R., Espinoza, F. & Paniagua, M., Nov 1 2014, In : Pediatric Infectious Disease Journal. 33, 11, p. 1156-1163

Research output: Contribution to journalArticle

Evaluating default priors with a generalization of Eaton's Markov chain

Shea, B. P. & Jones, G., Jan 1 2014, In : Annales de l'institut Henri Poincare (B) Probability and Statistics. 50, 3, p. 1069-1091 23 p.

Research output: Contribution to journalArticle

Admissibility
Markov chain
Improper Prior
Quadratic Loss
Location Model
8 Citations (Scopus)

Field evaluation of a quantitative polymerase chain reaction assay for Mycoplasma hyorhinis

Clavijo, M. J., Oliveira, S., Zimmerman, J., Rendahl, A. & Rovira, A., Nov 14 2014, In : Journal of Veterinary Diagnostic Investigation. 26, 6, p. 755-760 6 p.

Research output: Contribution to journalArticle

Mycoplasma hyorhinis
quantitative polymerase chain reaction
Polymerase Chain Reaction
assays
Swine
24 Citations (Scopus)

Fused estimators of the central subspace in sufficient dimension reduction

Cook, R. D. & Zhang, X., Jan 1 2014, In : Journal of the American Statistical Association. 109, 506, p. 815-827 13 p.

Research output: Contribution to journalArticle

Central Subspace
Sufficient Dimension Reduction
Estimator
Sliced Inverse Regression
Slicing
19 Citations (Scopus)

Generalized additive partial linear models for clustered data with diverging number of covariates using gee

Lian, H., Liang, H. & Wang, L., Jan 1 2014, In : Statistica Sinica. 24, 1, p. 173-196 24 p.

Research output: Contribution to journalArticle

Partial Linear Model
Clustered Data
Variable Selection
Covariates
Sample Size
11 Citations (Scopus)

Generalized Sequential Probability Ratio Test for Separate Families of Hypotheses

Li, X., Liu, J. & Ying, Z., Oct 25 2014, In : Sequential Analysis. 33, 4, p. 539-563 25 p.

Research output: Contribution to journalArticle

Sequential Probability Ratio Test
Likelihood Ratio Statistic
Boundary Crossing
Statistics
Type II error
4 Citations (Scopus)

Generalizing Koenker's distribution

Zou, H., May 1 2014, In : Journal of Statistical Planning and Inference. 148, p. 123-127 5 p.

Research output: Contribution to journalArticle

Quantile
Monotone Function
Moment
General theory
31 Citations (Scopus)

Genetic risk factors for insidious equine recurrent uveitis in Appaloosa horses

Fritz, K. L., Kaese, H. J., Valberg, S. J., Hendrickson, J. A., Rendahl, A. K., Bellone, R. R., Dynes, K. M., Wagner, M. L., Lucio, M. A., Cuomo, F. M., Brinkmeyer-Langford, C. L., Skow, L. C., Mickelson, J. R., Rutherford, M. S. & McCue, M. E., Jun 2014, In : Animal Genetics. 45, 3, p. 392-399 8 p.

Research output: Contribution to journalArticle

Appaloosa
Uveitis
Horses
risk factors
horses
24 Citations (Scopus)

GP88 (progranulin): A novel tissue and circulating biomarker for non-small cell lung carcinoma

Edelman, M. J., Feliciano, J., Yue, B., Bejarano, P., Ioffe, O., Reisman, D., Hawkins, D. M., Gai, Q., Hicks, D. & Serrero, G., Jan 1 2014, In : Human pathology. 45, 9, p. 1893-1899 7 p.

Research output: Contribution to journalArticle

Non-Small Cell Lung Carcinoma
Biomarkers
Survival
Serum
Disease-Free Survival
tropical storms
change detection
Statistics
statistics
statistical distribution
12 Citations (Scopus)

Intra-farm risk factors for Mycoplasma hyopneumoniae colonization at weaning age

Pieters, M., Cline, G. S., Payne, B. J., Prado, C., Ertl, J. R. & Rendahl, A., Aug 27 2014, In : Veterinary Microbiology. 172, 3-4, p. 575-580 6 p.

Research output: Contribution to journalArticle

Mycoplasma hyopneumoniae
Weaning
piglets
weaning
risk factors
26 Citations (Scopus)

Logit-normal mixed model for Indian monsoon precipitation

Dietz, L. R. & Chatterjee, S., Sep 12 2014, In : Nonlinear Processes in Geophysics. 21, 5, p. 939-953 15 p.

Research output: Contribution to journalArticle

monsoons
monsoon
estimation method
climate
Rain
20 Citations (Scopus)
Neuroimaging
Polymorphism
cross-sectional studies
single nucleotide polymorphism
Single Nucleotide Polymorphism
2 Citations (Scopus)

Mapping of a blood pressure QTL on chromosome 17 in American Indians of the strong heart family study

Franceschini, N., Tao, R., Liu, L., Rutherford, S., Haack, K., Almasy, L., Göring, H. H., Laston, S., Lee, E. T., Best, L. G., Fabsitz, R. R., Cole, S. A. & North, K. E., Dec 1 2014, In : BMC Cardiovascular Disorders. 14, 1

Research output: Contribution to journalArticle

8 Citations (Scopus)

Model selection for estimating treatment effects

Rolling, C. A. & Yang, Y., Sep 2014, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 76, 4, p. 749-769 21 p.

Research output: Contribution to journalArticle

Treatment Effects
Model Selection
Cross-validation
Information Criterion
Treatment effects
1 Citation (Scopus)

More efficient inferences using ranking information obtained from judgment sampling

Meeden, G. D. & Lee, B. R., Jan 1 2014, In : Journal of Survey Statistics and Methodology. 2, 1, p. 38-57 20 p.

Research output: Contribution to journalArticle

ranking
Ranking
Sampling
Unit
Post-stratification
5 Citations (Scopus)

Network analysis for active and passive propagation models

Kim, I. J., Barthel, B. P., Park, Y., Tait, J. R., Dobmeier, J. L., Kim, S. & Shin, D., Mar 1 2014, In : Networks. 63, 2, p. 160-169 10 p.

Research output: Contribution to journalArticle

Small-world networks
Electric network analysis
Stars
Violence
5 Citations (Scopus)

Observations on abundance of bluntnose sixgill sharks, Hexanchus griseus, in an urban waterway in Puget Sound, 2003-2005

Griffing, D., Larson, S., Hollander, J., Carpenter, T., Christiansen, J. & Doss, C., Jan 27 2014, In : PloS one. 9, 1, e87081.

Research output: Contribution to journalArticle

Sharks
waterways
sharks
Acoustic waves
aquariums
9 Citations (Scopus)

On the conditional distributions and the efficient simulations of exponential integrals of Gaussian random fields

Liu, J. & Xu, G., Jan 1 2014, In : Annals of Applied Probability. 24, 4, p. 1691-1738 48 p.

Research output: Contribution to journalArticle

Exponential Integral
Gaussian Random Field
Conditional Distribution
Tail
Affine Function
20 Citations (Scopus)

On varying-coefficient independence screening for high-dimensional varying-coefficient models

Song, R., Yi, F. & Zou, H., Oct 2014, In : Statistica Sinica. 24, 4, p. 1735-1752 18 p.

Research output: Contribution to journalArticle

Varying Coefficient Model
Varying Coefficients
Screening
High-dimensional
Higher Dimensions
4 Citations (Scopus)

Optimal estimation of sparse correlation matrices of semiparametric Gaussian copulas

Xue, L. & Zou, H., Jan 1 2014, In : Statistics and its Interface. 7, 2, p. 201-209 9 p.

Research output: Contribution to journalArticle

Optimal Estimation
Correlation Matrix
Copula
Sparse matrix
Thresholding
3 Citations (Scopus)

Penalized regression approaches to testing for quantitative trait-rare variant association

Kim, S., Pan, W. & Shen, X. T., Jan 1 2014, In : Frontiers in Genetics. 5, MAY, p. 1 1 p., 121.

Research output: Contribution to journalArticle

Statistical Data Interpretation
Genetic Testing
Education
14 Citations (Scopus)

Practice and retention of nonwords in adults who stutter

Sasisekaran, J. & Weisberg, S., Jan 1 2014, In : Journal of Fluency Disorders. 41, C, p. 55-71 17 p.

Research output: Contribution to journalArticle

Biomechanical Phenomena
Group
deficit
Control Groups
PC
12 Citations (Scopus)

Quantile regression analysis of length-biased survival data

Wang, H. J. & Wang, L., Jan 1 2014, In : Stat. 3, 1, p. 31-47 17 p.

Research output: Contribution to journalArticle

Quantile Regression
Survival Data
Regression Analysis
Biased
Covariates
7 Citations (Scopus)

Rank-based tapering estimation of bandable correlation matrices

Xue, L. & Zou, H., Jan 1 2014, In : Statistica Sinica. 24, 1, p. 83-100 18 p.

Research output: Contribution to journalArticle

Tapering
Correlation Matrix
Estimator
Subordinate or operator matrix norm
Monotone
22 Citations (Scopus)

Red Cell Distribution Width Is Associated with Presence, Stage, and Grade in Patients with Renal Cell Carcinoma

Wang, F. M., Xu, G., Zhang, Y. & Ma, L. L., Jan 1 2014, In : Disease Markers. 2014, 860419.

Research output: Contribution to journalArticle

Erythrocyte Indices
Renal Cell Carcinoma
Cells
Blood
Case-Control Studies
16 Citations (Scopus)

Sparse Biclustering of Transposable Data

Tan, K. M. & Witten, D. M., Oct 25 2014, In : Journal of Computational and Graphical Statistics. 23, 4, p. 985-1008 24 p.

Research output: Contribution to journalArticle

Biclustering
K-means Clustering
Large Data
Singular value decomposition
Gene Expression
34 Citations (Scopus)

Sparse precision matrix estimation via lasso penalized D-trace loss

Zhang, T. & Zou, H., Mar 1 2014, In : Biometrika. 101, 1, p. 103-120 18 p.

Research output: Contribution to journalArticle

Lasso
Trace
Estimator
Computational efficiency
Mathematical operators
19 Citations (Scopus)

Spatial Bayesian variable selection models on functional magnetic resonance imaging time-series data

Lee, K. J., Jones, G. L., Caffo, B. S. & Bassett, S. S., Jan 1 2014, In : Bayesian Analysis. 9, 3, p. 699-732 34 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Oxygenation
Functional Magnetic Resonance Imaging
Selection Model
Time Series Data
92 Citations (Scopus)

Strong oracle optimality of folded concave penalized estimation

Fan, J., Xue, L. & Zou, H., Jan 1 2014, In : Annals of Statistics. 42, 3, p. 819-849 31 p.

Research output: Contribution to journalArticle

Optimality
Local Approximation
Linear Approximation
Oracle Property
Estimator
23 Citations (Scopus)

Structural Pursuit Over Multiple Undirected Graphs

Zhu, Y., Shen, X. T. & Pan, W., Oct 2 2014, In : Journal of the American Statistical Association. 109, 508, p. 1683-1696 14 p.

Research output: Contribution to journalArticle

Pursuit
Undirected Graph
Vertex of a graph
Clustering
Penalized Maximum Likelihood
36 Citations (Scopus)

Testing for association with multiple traits in generalized estimation equations, with application to neuroimaging data

Zhang, Y., Xu, Z., Shen, X. T. & Pan, W., Aug 1 2014, In : NeuroImage. 96, p. 309-325 17 p.

Research output: Contribution to journalArticle

Neuroimaging
Alzheimer Disease
Phenotype
Single Nucleotide Polymorphism
Genome
16 Citations (Scopus)

The CUSUM and the EWMA head-to-head

Hawkins, D. M. & Wu, Q., Jan 1 2014, In : Quality Engineering. 26, 2, p. 215-222 8 p.

Research output: Contribution to journalArticle

Control charts
11 Citations (Scopus)

Using landscape characteristics to predict risk of lion attacks on humans in south-eastern Tanzania

Kushnir, H., Weisberg, S., Olson, E., Juntunen, T. M., Ikanda, D. & Packer, C., Dec 1 2014, In : African Journal of Ecology. 52, 4, p. 524-532 9 p.

Research output: Contribution to journalArticle

Panthera leo
Tanzania
carnivore
carnivores
grasslands
4 Citations (Scopus)

Variable selection after screening: with or without data splitting?

Zhu, X. & Yang, Y., Jan 1 2014, In : Computational Statistics. 30, 1, p. 191-203 13 p.

Research output: Contribution to journalArticle

Variable Selection
Screening
Predictors
Prediction
High-dimensional Data
16 Citations (Scopus)

Variable Selection Diagnostics Measures for High-Dimensional Regression

Nan, Y. & Yang, Y., Jul 3 2014, In : Journal of Computational and Graphical Statistics. 23, 3, p. 636-656 21 p.

Research output: Contribution to journalArticle

Variable Selection
Diagnostics
High-dimensional
Regression
Model Selection
2013
29 Citations (Scopus)

A cocktail algorithm for solving the elastic net penalized cox's regression in high dimensions

Yang, Y. & Zou, H., Jan 1 2013, In : Statistics and its Interface. 6, 2, p. 167-173 7 p.

Research output: Contribution to journalArticle

Elastic Net
Penalized Regression
Cox Regression
Higher Dimensions
Cox Proportional Hazards Model
13 Citations (Scopus)

Adjusting for population stratification in a fine scale with principal components and sequencing data

Zhang, Y., Shen, X. T. & Pan, W., Dec 1 2013, In : Genetic Epidemiology. 37, 8, p. 787-801 15 p.

Research output: Contribution to journalArticle

Population
Principal Component Analysis
Genome-Wide Association Study
Economic Inflation
Gene Frequency
5 Citations (Scopus)

A general variance model in methods comparison

Hawkins, D. M., Nov 1 2013, In : Journal of Chemometrics. 27, 11, p. 414-419 6 p.

Research output: Contribution to journalArticle

Method Comparison
Paired Data
Coefficient of variation
Statistical tests
Valid

A longitudinal study about the effect of practicing yan xin qigong on medical care cost with medical claims data

Yan, X., Shen, H., Loh, C., Shao, J., Yang, Y. & Lu, C., Jul 1 2013, In : International Journal of Economic Research. 10, 2, p. 391-403 13 p.

Research output: Contribution to journalArticle

Medical care
Longitudinal study
Costs
Factors
Statistical model
19 Citations (Scopus)

An efficient algorithm for computing the HHSVM and its generalizations

Yang, Y. & Zou, H., Dec 17 2013, In : Journal of Computational and Graphical Statistics. 22, 2, p. 396-415 20 p.

Research output: Contribution to journalArticle

Coordinate Descent
Descent Algorithm
Support Vector Machine
Efficient Algorithms
Computing
11 Citations (Scopus)

A note on the connection and equivalence of three sparse linear discriminant analysis methods

Mai, Q. & Zou, H., May 1 2013, In : Technometrics. 55, 2, p. 243-246 4 p.

Research output: Contribution to journalArticle

Discriminant analysis
Discriminant Analysis
Equivalence
Penalization
Fisher Discriminant Analysis
2 Citations (Scopus)

Asymptotics for constrained dirichlet distributions

Geyer, C. J. & Meeden, G. D., Mar 22 2013, In : Bayesian Analysis. 8, 1, p. 89-110 22 p.

Research output: Contribution to journalArticle

Dirichlet Distribution
Consistent Estimator
Population distribution
Asymptotic Approximation
Roots
4 Citations (Scopus)

A tale of two matrix factorizations

Fogel, P., Hawkins, D. M., Beecher, C., Luta, G. & Young, S. S., Jan 1 2013, In : American Statistician. 67, 4, p. 207-218 12 p.

Research output: Contribution to journalArticle

Matrix Factorization
Non-negative
Principal Component Analysis
Tables
Ordination