Research Output 1973 2020

2018

Efficient estimation for time-varying coefficient longitudinal models

Kim, S., Zhao, Z. & Xiao, Z., Jul 3 2018, In : Journal of Nonparametric Statistics. 30, 3, p. 680-702 23 p.

Research output: Contribution to journalArticle

Time-varying Coefficients
Efficient Estimation
Quantile
Least Squares
Estimator

Enhancements of Non-parametric Generalized Likelihood Ratio Test: Bias Correction and Dimension Reduction

Niu, C., Guo, X. & Zhu, L., Jun 2018, In : Scandinavian Journal of Statistics. 45, 2, p. 217-254 38 p.

Research output: Contribution to journalArticle

Generalized Likelihood Ratio Test
Bias Correction
Dimension Reduction
Bias Reduction
Enhancement
Caregivers
Longitudinal Studies
Dementia
Quality of Life
1 Citation (Scopus)

Error Variance Estimation in Ultrahigh-Dimensional Additive Models

Chen, Z., Fan, J. & Li, R., Jan 2 2018, In : Journal of the American Statistical Association. 113, 521, p. 315-327 13 p.

Research output: Contribution to journalArticle

Additive Models
Variance Estimation
Error Estimation
Estimate
High-dimensional
5 Citations (Scopus)

Estimating animal utilization densities using continuous-time Markov chain models

Wilson, K., Hanks, E. & Johnson, D., May 2018, In : Methods in Ecology and Evolution. 9, 5, p. 1232-1240 9 p.

Research output: Contribution to journalArticle

Markov chain
animal
telemetry
animals
space use
6 Citations (Scopus)

Exact formulas for the normalizing constants of wishart distributions for graphical models

Uhler, C., Lenkoski, A. & Richards, D., Feb 1 2018, In : Annals of Statistics. 46, 1, p. 90-118 29 p.

Research output: Contribution to journalArticle

Normalizing Constant
Wishart Distribution
Graphical Models
Graph in graph theory
Conjugate prior
2 Citations (Scopus)

Examining speed versus selection in connectivity models using elk migration as an example

Brennan, A., Hanks, E. M., Merkle, J. A., Cole, E. K., Dewey, S. R., Courtemanch, A. B. & Cross, P. C., Jun 1 2018, In : Landscape Ecology. 33, 6, p. 955-968 14 p.

Research output: Contribution to journalArticle

connectivity
resource selection
migration
Markov chain
resources

Explaining deep learning models - A Bayesian non-parametric approach

Guo, W., Huang, S., Tao, Y., Xing, X. & Lin, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4514-4524 11 p.

Research output: Contribution to journalConference article

Learning systems
Image recognition
Deep learning

Exploratory Analysis of a Blended-learning Course Redesign for Developmental Writers

Wilson, D. A., Dondlinger, M. J., Parsons, J. L. & Niu, X., Jan 2 2018, In : Community College Journal of Research and Practice. 42, 1, p. 32-48 17 p.

Research output: Contribution to journalArticle

Blended Learning
writer
student
educational research
community

Feature screening in ultrahigh-dimensional additive Cox model

Yang, G., Hou, S., Wang, L. & Sun, Y., Apr 13 2018, In : Journal of Statistical Computation and Simulation. 88, 6, p. 1117-1133 17 p.

Research output: Contribution to journalArticle

Cox Model
Additive Models
Screening
Predictors
Ascent
2 Citations (Scopus)

fGWAS: An R package for genome-wide association analysis with longitudinal phenotypes

Wang, Z., Wang, N., Wu, R. & Wang, Z., Jul 20 2018, In : Journal of Genetics and Genomics. 45, 7, p. 411-413 3 p.

Research output: Contribution to journalLetter

Genome-Wide Association Study
Phenotype

Functional prediction through averaging estimated functional linear regression models

Zhang, X., Chiou, J. M. & Ma, Y., Dec 1 2018, In : Biometrika. 105, 4, p. 945-962 18 p.

Research output: Contribution to journalArticle

Linear Regression Model
Linear regression
Model Averaging
Averaging
Linear Models
3 Citations (Scopus)

General and specific utility measures for synthetic data

Snoke, J., Raab, G. M., Nowok, B., Dibben, C. & Slavkovic, A. B., Jun 1 2018, In : Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 663-688 26 p.

Research output: Contribution to journalArticle

Synthetic Data
Synthesis
Propensity Score
Disclosure
Mean Squared Error
21 Citations (Scopus)

Genetics of blood lipids among ~300,000 multi-ethnic participants of the Million Veteran Program

The Geisinger-Regeneron DiscovEHR Collaboration, The VA Million Veteran Program, Global Lipids Genetics Consortium & Myocardial Infarction Genetics (MIGen) Consortium, Nov 1 2018, In : Nature Genetics. 50, 11, p. 1514-1523 10 p.

Research output: Contribution to journalArticle

Veterans
Lipids
Electronic Health Records
Abdominal Aortic Aneurysm
Hispanic Americans

Geometry-Sensitive Ensemble Mean Based on Wasserstein Barycenters: Proof-of-Concept on Cloud Simulations

Li, J. & Zhang, F., Oct 2 2018, In : Journal of Computational and Graphical Statistics. 27, 4, p. 785-797 13 p.

Research output: Contribution to journalArticle

Barycentre
Ensemble
Forecast
Simulation
Wasserstein Metric
9 Citations (Scopus)

Habitability of Exoplanet Waterworlds

Kite, E. S. & Ford, E. B., Sep 1 2018, In : Astrophysical Journal. 864, 1, 75.

Research output: Contribution to journalArticle

habitability
extrasolar planets
oceans
ocean
surface water
8 Citations (Scopus)

How Long Non-Coding RNAs and MicroRNAs Mediate the Endogenous RNA Network of Head and Neck Squamous Cell Carcinoma: A Comprehensive Analysis

Zhao, G., Fu, Y., Su, Z. & Wu, R., Oct 1 2018, In : Cellular Physiology and Biochemistry. 50, 1, p. 342-352 11 p.

Research output: Contribution to journalArticle

Long Noncoding RNA
MicroRNAs
RNA
Messenger RNA
Kaplan-Meier Estimate
3 Citations (Scopus)

How proper are Bayesian models in the astronomical literature?

Tak, H., Ghosh, S. K. & Ellis, J. A., Nov 21 2018, In : Monthly Notices of the Royal Astronomical Society. 481, 1, p. 277-285 9 p.

Research output: Contribution to journalArticle

Markov chains
Markov chain
Bayes theorem
distribution
astronomy
2 Citations (Scopus)

How trees allocate carbon for optimal growth: insight from a game-theoretic model

Fu, L., Sun, L., Hao, H., Jiang, L., Zhu, S., Ye, M., Tang, S., Huang, M. & Wu, R., Jul 20 2018, In : Briefings in bioinformatics. 19, 4, p. 593-602 10 p.

Research output: Contribution to journalArticle

Game Theory
Theoretical Models
Carbon
Game theory
Growth

HpQTL: a geometric morphometric platform to compute the genetic architecture of heterophylly

Sun, L., Wang, J., Zhu, X., Jiang, L., Gosik, K., Sang, M., Sun, F., Cheng, T., Zhang, Q. & Wu, R., Jul 20 2018, In : Briefings in bioinformatics. 19, 4, p. 603-612 10 p.

Research output: Contribution to journalArticle

Genes
Plant Development
Quantitative Trait Loci
Genome-Wide Association Study
Prunus

Hyperacute Monocyte Gene Response Patterns Are Associated With Lower Extremity Vein Bypass Graft Failure

Rehfuss, J. P., DeSart, K. M., Rozowsky, J. M., O'Malley, K. A., Moldawer, L. L., Baker, H. V., Wang, Y., Wu, R., Nelson, P. R. & Berceli, S. A., Mar 1 2018, In : Circulation. Genomic and precision medicine. 11, 3, p. e001970

Research output: Contribution to journalArticle

Monocytes
Lower Extremity
Veins
Transplants
Bayes Theorem
1 Citation (Scopus)

Hypothesis testing sure independence screening for nonparametric regression

Zambom, A. Z. & Akritas, M. G., Jan 1 2018, In : Electronic Journal of Statistics. 12, 1, p. 767-792 26 p.

Research output: Contribution to journalArticle

Nonparametric Regression
Hypothesis Testing
Screening
Threshold Parameter
Nonparametric Model
2 Citations (Scopus)

Identifying Inflated Super-Earths and Photo-evaporated Cores

Carrera, D., Ford, E. B., Izidoro, A., Jontof-Hutter, D., Raymond, S. N. & Wolfgang, A., Oct 20 2018, In : Astrophysical Journal. 866, 2, 104.

Research output: Contribution to journalArticle

planets
planet
evaporation
valleys
valley
1 Citation (Scopus)

Improved stochastic modelling of low-cost GNSS receivers positioning errors

Radi, A., Nassar, S., Khedr, M., El-Sheimy, N., Molinari, R. & Guerrier, S., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 108-117 10 p. (2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic Modeling
Positioning
Navigation
Receiver
Satellites
11 Citations (Scopus)

Improving the Accuracy of Planet Occurrence Rates from Kepler Using Approximate Bayesian Computation

Hsu, D. C., Ford, E. B., Ragozzine, D. & Morehead, R. C., May 2018, In : Astronomical Journal. 155, 5, 205.

Research output: Contribution to journalArticle

planets
planet
occurrences
orbitals
astrophysics
1 Citation (Scopus)

Inference for proportional hazard model with propensity score

Lu, B., Cai, D., Wang, L., Tong, X. & Xiang, H., Jun 18 2018, In : Communications in Statistics - Theory and Methods. 47, 12, p. 2908-2918 11 p.

Research output: Contribution to journalArticle

Propensity Score
Partial Likelihood
Cox Proportional Hazards Model
Proportional Hazards Model
Asymptotic Properties

Inferring ice thickness from a glacier dynamics model and multiple surface data sets

Guan, Y., Haran, M. & Pollard, D., Aug 1 2018, In : Environmetrics. 29, 5-6, e2460.

Research output: Contribution to journalArticle

glacier dynamics
ice thickness
ice sheet
Dynamic Model
glacier
7 Citations (Scopus)

Intracluster age gradients in numerous young stellar clusters

Getman, K. V., Feigelson, E., Kuhn, M. A., Bate, M. R., Broos, P. S. & Garmire, G. P., May 1 2018, In : Monthly Notices of the Royal Astronomical Society. 476, 1, p. 1213-1223 11 p.

Research output: Contribution to journalArticle

gradients
stars
timescale
star formation
stacking
3 Citations (Scopus)

Inverse energy model development via high-dimensional data analysis and sub-metering priority in building data monitoring

Lin, B., Wang, D., Chen, Z. & Freihaut, J., Aug 1 2018, In : Energy and Buildings. 172, p. 116-124 9 p.

Research output: Contribution to journalArticle

Monitoring
Energy conservation
Energy utilization
Office buildings
Electricity
2 Citations (Scopus)

Is nonmetastatic cutaneous melanoma predictable through genomic biomarkers?

Branca, M., Orso, S., Molinari, R., Xu, H., Guerrier, S., Zhang, Y. & Mili, N., Jan 1 2018, In : Melanoma Research. 28, 1, p. 21-29 9 p.

Research output: Contribution to journalArticle

Melanoma
Biomarkers
Skin
Neoplasms
Confidence Intervals
2 Citations (Scopus)

IWTomics: Testing high-resolution sequence-based 'Omics' data at multiple locations and scales

Cremona, M., Pini, A., Cumbo, F., Makova, K. D., Chiaromonte, F. & Vantini, S., Jul 1 2018, In : Bioinformatics. 34, 13, p. 2289-2291 3 p.

Research output: Contribution to journalArticle

Galaxies
Workflow
Epigenomics
Genomics
High Resolution
3 Citations (Scopus)

JADE for Tensor-Valued Observations

Virta, J., Li, B., Nordhausen, K. & Oja, H., Jul 3 2018, In : Journal of Computational and Graphical Statistics. 27, 3, p. 628-637 10 p.

Research output: Contribution to journalArticle

Diagonalization
Tensor
Independent Component Analysis
Asymptotic Properties
Fourth Order

Joint modeling of recurrent events and a terminal event adjusted for zero inflation and a matched design

Xu, C., Chinchilli, V. & Wang, M., Aug 15 2018, In : Statistics in Medicine. 37, 18, p. 2771-2786 16 p.

Research output: Contribution to journalArticle

Zero-inflation
Recurrent Events
Joint Modeling
Economic Inflation
Joints

Kernel-based adaptive randomization toward balance in continuous and discrete covariates

Jiang, F., Ma, Y. & Yin, G., Oct 1 2018, In : Statistica Sinica. 28, 4, p. 2841-2856 16 p.

Research output: Contribution to journalArticle

Randomisation
Covariates
kernel
Biased Coin Design
Prognostic Factors

Linear operator-based statistical analysis: A useful paradigm for big data

Li, B., Mar 1 2018, In : Canadian Journal of Statistics. 46, 1, p. 79-103 25 p.

Research output: Contribution to journalArticle

Linear Operator
Statistical Analysis
Paradigm
Multivariate Data Analysis
Covariance Operator
3 Citations (Scopus)

Long-read sequencing technology indicates genome-wide effects of non-B DNA on polymerization speed and error rate

Guiblet, W. M., Cremona, M., Cechova, M., Harris, R. S., Kejnovská, I., Kejnovsky, E., Eckert, K., Chiaromonte, F. & Makova, K. D., Dec 1 2018, In : Genome research. 28, 12, p. 1767-1778 12 p.

Research output: Contribution to journalArticle

Polymerization
Genome
Technology
DNA
G-Quadruplexes
3 Citations (Scopus)

Mapping genes for drug chronotherapy

Wei, K., Wang, Q., Gan, J., Zhang, S., Ye, M., Gragnoli, C. & Wu, R., Nov 1 2018, In : Drug Discovery Today. 23, 11, p. 1883-1888 6 p.

Research output: Contribution to journalReview article

Drug Chronotherapy
Chromosome Mapping
Pharmaceutical Preparations
Genes
Genome-Wide Association Study

Mapping morphological shape as a high-dimensional functional curve

Fu, G., Huang, M., Bo, W., Hao, H. & Wu, R., May 1 2018, In : Briefings in bioinformatics. 19, 3, p. 461-471 11 p.

Research output: Contribution to journalArticle

Populus
Quantitative Trait Loci
Sea level
Research
Oceans and Seas

Maximum Rank Reproducibility: A Nonparametric Approach to Assessing Reproducibility in Replicate Experiments

Philtron, D. L., Lyu, Y., Li, Q. & Ghosh, D., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1028-1039 12 p.

Research output: Contribution to journalArticle

Reproducibility
Experiment
Quality Control
Sequencing
Rank Statistics
1 Citation (Scopus)

Max-norm optimization for robust matrix recovery

Fang, X., Liu, H., Toh, K. C. & Zhou, W. X., Jan 1 2018, In : Mathematical Programming. 167, 1, p. 5-35 31 p.

Research output: Contribution to journalArticle

Recovery
Sampling
Low-rank Matrices
Norm
Optimization
31 Citations (Scopus)

Methodological implementation of mixed linear models in multi-locus genome-wide association studies

Wen, Y. J., Zhang, H., Ni, Y. L., Huang, B., Zhang, J., Feng, J. Y., Wang, S. B., Dunwell, J. M., Zhang, Y. M. & Wu, R., Jul 20 2018, In : Briefings in bioinformatics. 19, 4, p. 700-712 13 p.

Research output: Contribution to journalArticle

Genome-Wide Association Study
Linear Models
Genes
Single Nucleotide Polymorphism
Nucleotides
3 Citations (Scopus)

Molecular dynamic modeling of CYP51B in complex with azole inhibitors

Gao, P., Cui, Y. L. & Wu, R., Apr 26 2018, In : Journal of Biomolecular Structure and Dynamics. 36, 6, p. 1511-1519 9 p.

Research output: Contribution to journalArticle

diniconazole
Azoles
Fluconazole
Molecular Dynamics Simulation
Sterol 14-Demethylase
Statistics
Monitoring
Electronic mail
Stars
Brain
1 Citation (Scopus)

Moving synergistically acting drug combinations to the clinic by comparing sequential versus simultaneous drug administrations

Dinavahi, S. S., Noory, M. A., Gowda, R., Drabick, J., Berg, A., Neves, R. & Robertson, G., Mar 1 2018, In : Molecular pharmacology. 93, 3, p. 190-196 7 p.

Research output: Contribution to journalArticle

Drug Combinations
Pharmaceutical Preparations
Melanoma
Therapeutics
Forkhead Transcription Factors

New statistical methods inspired by data collected from alcohol and substance abuse research

Buu, A. & Li, R., Jan 18 2018, Alcohol Use Disorders: A Developmental Science Approach to Etiology. Oxford University Press, p. 354-366 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Alcoholism
Substance-Related Disorders
Research
Outcome Assessment (Health Care)

Nonlinear Least Squares Estimation of Log-ACD Models

Chen, Z., Liu, W., Wang, C. D., Wu, W. Q. & Wu, Y. H., Jul 1 2018, In : Acta Mathematicae Applicatae Sinica. 34, 3, p. 516-533 18 p.

Research output: Contribution to journalArticle

Duration Models
Nonlinear Estimation
Conditional Model
Nonlinear Least Squares
Least Squares Estimation
2 Citations (Scopus)

Nonparametric Finite Mixture of Gaussian Graphical Models

Lee, K. H. & Xue, L., Oct 2 2018, In : Technometrics. 60, 4, p. 511-521 11 p.

Research output: Contribution to journalArticle

Finite Mixture
Gaussian Model
Graphical Models
Estimate
Label Switching
7 Citations (Scopus)

Obesity's effect on asthma extends to diagnostic criteria

Lugogo, N., Green, C. L., Agada, N., Zhang, S., Meghdadpour, S., Zhou, R., Yang, S., Anstrom, K. J., Israel, E., Martin, R., Lemanske, R. F., Boushey, H., Lazarus, S. C., Wasserman, S. I., Castro, M., Calhoun, W., Peters, S. P., DiMango, E., Chinchilli, V., Kunselman, S. & 3 others, King, T., Icitovic, N. & Kraft, M., Mar 1 2018, In : Journal of Allergy and Clinical Immunology. 141, 3, p. 1096-1104 9 p.

Research output: Contribution to journalArticle

Eosinophils
Asthma
Obesity
Biomarkers
Inflammation
3 Citations (Scopus)

On the relationship between conditional (CAR) and simultaneous (SAR) autoregressive models

Ver Hoef, J. M., Hanks, E. M. & Hooten, M. B., Jun 1 2018, In : Spatial Statistics. 25, p. 68-85 18 p.

Research output: Contribution to journalArticle

Autoregressive Model
synthetic aperture radar
Covariance matrix
matrix
Model
2 Citations (Scopus)

Optimal experimental design

Smucker, B., Krzywinski, M. & Altman, N. S., Aug 1 2018, In : Nature methods. 15, 8, p. 559-560 2 p.

Research output: Contribution to journalComment/debate

Design of experiments
Research Design
Experiments