Research Output 1973 2020

2018
1 Citation (Scopus)
Confidence Bands
Confidence Region
Geometric Approach
Coverage
Functional Data Analysis
1 Citation (Scopus)

A mapping framework of competition–cooperation QTLs that drive community dynamics

Jiang, L., He, X., Jin, Y., Ye, M., Sang, M., Chen, N., Zhu, J., Zhang, Z., Li, J. & Wu, R., Dec 1 2018, In : Nature communications. 9, 1, 3010.

Research output: Contribution to journalArticle

Quantitative Trait Loci
loci
Genes
Ecology
ecology
1 Citation (Scopus)

An alternative robust estimator of average treatment effect in causal inference

Liu, J., Ma, Y. & Wang, L., Sep 1 2018, In : Biometrics. 74, 3, p. 910-923 14 p.

Research output: Contribution to journalArticle

Average Treatment Effect
Causal Inference
Propensity Score
Robust Estimators
Alternatives
2 Citations (Scopus)

An ecophysiologically based mapping model identifies a major pleiotropic QTL for leaf growth trajectories of Phaseolus vulgaris

Wei, K., Wang, J., Sang, M., Zhang, S., Zhou, H., Jiang, L., Clavijo Michelangeli, J. A., Vallejos, C. E. & Wu, R., Sep 1 2018, In : Plant Journal. 95, 5, p. 775-784 10 p.

Research output: Contribution to journalArticle

Phaseolus
Quantitative Trait Loci
Phaseolus vulgaris
trajectories
quantitative trait loci
1 Citation (Scopus)

An investigation into three visual characteristics of complex scenes that evoke human emotion

Lu, X., Adams, Jr., R., Li, J., Newman, M. G. & Wang, J., Jan 29 2018, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

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

Emotions
Textures
Color
Crowdsourcing
Dancing
1 Citation (Scopus)

A Nonparametric Graphical Model for Functional Data With Application to Brain Networks Based on fMRI

Li, B. & Solea, E., Jan 1 2018, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Functional Data
Conditional Independence
Functional Magnetic Resonance Imaging
Nonparametric Model
Graphical Models

An Optimal Semiparametric Method for Two-group Classification

Baek, S., Komori, O. & Ma, Y., Sep 1 2018, In : Scandinavian Journal of Statistics. 45, 3, p. 806-846 41 p.

Research output: Contribution to journalArticle

Semiparametric Methods
Group Classification
Linear Discriminant Function
Statistic
Variance-covariance Matrix

An optimal virtual inertial sensor framework using wavelet cross covariance

Zhang, Y., Xu, H., Radi, A., Molinari, R., Guerrier, S., Karemera, M. & El-Sheimy, N., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1342-1350 9 p.

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

Inertial Sensors
Wavelets
Sensor
Sensors
Gyroscope

An ultrahigh-dimensional mapping model of high-order epistatic networks for complex traits

Gosik, K., Sun, L., Chinchilli, V. & Wu, R., Jan 1 2018, In : Current Genomics. 19, 5, p. 384-394 11 p.

Research output: Contribution to journalArticle

Prunus
Statistical Models
Growth
Genotype
Phenotype

Applications of Peter Hall's martingale limit theory to estimating and testing high dimensional covariance matrices

Li, D., Xue, L. & Zou, H., Oct 1 2018, In : Statistica Sinica. 28, 4, p. 2657-2670 14 p.

Research output: Contribution to journalArticle

Martingale
Covariance matrix
High-dimensional
Testing
Martingale Central Limit Theorem

A regression framework for assessing covariate effects on the reproducibility of high-throughput experiments

Li, Q. & Zhang, F., Sep 1 2018, In : Biometrics. 74, 3, p. 803-813 11 p.

Research output: Contribution to journalArticle

Reproducibility
reproducibility
High Throughput
Covariates
Regression
1 Citation (Scopus)

A Repelling–Attracting Metropolis Algorithm for Multimodality

Tak, H., Meng, X. L. & van Dyk, D. A., Jul 3 2018, In : Journal of Computational and Graphical Statistics. 27, 3, p. 479-490 12 p.

Research output: Contribution to journalArticle

Metropolis Algorithm
Multimodality
Metropolis-Hastings Algorithm
Auxiliary Variables
Cancel
7 Citations (Scopus)

A review of dynamic network models with latent variables

Kim, B., Lee, K. H., Xue, L. & Niu, X., Jan 1 2018, In : Statistics Surveys. 12, p. 105-135 31 p.

Research output: Contribution to journalReview article

Dynamic Networks
Latent Variables
Network Model
Dynamic Model
Latent Class Model

A review of exoplanets detection methods

Babu, G. J., Jan 1 2018, Springer Proceedings in Mathematics and Statistics. Springer New York LLC, Vol. 244. p. 79-87 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Exoplanets
Kepler
NASA
Review
5 Citations (Scopus)

A Selective Overview of Sparse Principal Component Analysis

Zou, H. & Xue, L., Aug 1 2018, In : Proceedings of the IEEE. 106, 8, p. 1311-1320 10 p., 8412518.

Research output: Contribution to journalArticle

Principal component analysis
Feature extraction
6 Citations (Scopus)

A small-sample kernel association test for correlated data with application to microbiome association studies

Zhan, X., Xue, L., Zheng, H., Plantinga, A., Wu, M. C., Schaid, D. J., Zhao, N. & Chen, J., Dec 1 2018, In : Genetic Epidemiology. 42, 8, p. 772-782 11 p.

Research output: Contribution to journalArticle

Microbiota
Twin Studies
Pedigree
Sample Size
Longitudinal Studies
3 Citations (Scopus)

A spatially varying stochastic differential equation model for animal movement

Russell, J. C., Hanks, E. M., Haran, M. & Hughes, D. P., Jun 1 2018, In : Annals of Applied Statistics. 12, 2, p. 1312-1331 20 p.

Research output: Contribution to journalArticle

Stochastic Equations
Animals
Differential equations
Differential equation
Surface potential

Asymptotic behavior of Cox's partial likelihood and its application to variable selection

Li, R., Ren, J. J., Yang, G. & Yu, Y., Oct 1 2018, In : Statistica Sinica. 28, 4, p. 2713-2731 19 p.

Research output: Contribution to journalArticle

Partial Likelihood
Variable Selection
Asymptotic Behavior
Generalized Cross-validation
Penalized Likelihood
1 Citation (Scopus)

A two-step computationally efficient procedure for IMU classification and calibration

Bakalli, G., Radi, A., Nassar, S., Guerrier, S., Zhang, Y. & Molinari, R., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 534-540 7 p.

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

Calibration
Sensors
Inertial Sensors
Sensor
Open Source Software
8 Citations (Scopus)

Autoregressive times series methods for time domain astronomy

Feigelson, E., Babu, G. J. & Caceres, G. A., Aug 7 2018, In : Frontiers in Physics. 6, AUG, 80.

Research output: Contribution to journalArticle

Astronomy
Autoregressive Time Series
ARIMA
astronomy
Time Domain
39 Citations (Scopus)

Balancing Covariates via Propensity Score Weighting

Li, F., Morgan, K. L. & Zaslavsky, A. M., Jan 2 2018, In : Journal of the American Statistical Association. 113, 521, p. 390-400 11 p.

Research output: Contribution to journalArticle

Propensity Score
Balancing
Weighting
Covariates
Overlap
6 Citations (Scopus)

Bayesian analysis of genome-wide inflammatory bowel disease data sets reveals new risk loci /631/208/205/2138 /631/208/176 article

Zhang, Y., Tian, L., Sleiman, P., Ghosh, S. & Hakonarson, H., Feb 1 2018, In : European Journal of Human Genetics. 26, 2, p. 265-274 10 p.

Research output: Contribution to journalArticle

Bayes Theorem
Inflammatory Bowel Diseases
Genome
Single Nucleotide Polymorphism
Genome-Wide Association Study
2 Citations (Scopus)

Bayesian Inference in the Presence of Intractable Normalizing Functions

Park, J. & Haran, M., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1372-1390 19 p.

Research output: Contribution to journalReview article

Bayesian inference
Exponential Model
Graph Model
Bayesian Analysis
Point Process

Breastfeeding and future maternal health- no causal evidence: To the editor

Gragnoli, C., Wu, R. & Ahmed, I., Jun 1 2018, In : JAMA Internal Medicine. 178, 6, p. 869-870 2 p.

Research output: Contribution to journalLetter

Breast Feeding
Maternal Health
2 Citations (Scopus)

Characteristic and universal tensor product kernels

Szabó, Z. & Sriperumbudur, B. K., Jan 1 2018, In : Journal of Machine Learning Research. 18, p. 1-29 29 p.

Research output: Contribution to journalArticle

Tensor Product
Tensors
Statistics
kernel
Hilbert
4 Citations (Scopus)

Child Weight Gain Trajectories Linked To Oral Microbiota Composition

Craig, S., Blankenberg, D., Parodi, A. C. L., Paul, I., Birch, L. L., Williams, J. S., Marini, M. E., Stokes, J. L., Nekrutenko, A., Reimherr, M. L., Chiaromonte, F. & Makova, K. D., Dec 1 2018, In : Scientific reports. 8, 1, 14030.

Research output: Contribution to journalArticle

Microbiota
Weight Gain
Growth
Bacteroidetes
Diet
2 Citations (Scopus)
Chlamydia
Gonorrhea
Young Adult
Urban Population
14 Citations (Scopus)

Circumstellar disc lifetimes in numerous galactic young stellar clusters

Richert, A. J. W., Getman, K. V., Feigelson, E. D., Kuhn, M. A., Broos, P. S., Povich, M. S., Bate, M. R. & Garmire, G. P., Jul 1 2018, In : Monthly Notices of the Royal Astronomical Society. 477, 4, p. 5191-5206 16 p.

Research output: Contribution to journalArticle

life (durability)
stellar mass
dust
stars
half life
8 Citations (Scopus)

Coherent synthesis of genomic associations with phenotypes and home environments

Lasky, J. R., Forester, B. R. & Reimherr, M. L., Jan 1 2018, In : Molecular Ecology Resources. 18, 1, p. 91-106 16 p.

Research output: Contribution to journalArticle

local adaptation
phenotype
genomics
fitness
Genotype
17 Citations (Scopus)

Combined analysis of asthma safety trials of long-acting ß2-agonists

Busse, W. W., Bateman, E. D., Caplan, A. L., Kelly, H. W., O'Byrne, P. M., Rabe, K. F. & Chinchilli, V., Jun 28 2018, In : New England Journal of Medicine. 378, 26, p. 2497-2505 9 p.

Research output: Contribution to journalArticle

Glucocorticoids
Asthma
Safety
Group Psychotherapy
Intubation

Comparative transcriptome analysis identifies differentially expressed genes between normal and late-blooming Siberian apricot

Wang, Z., Song, S., Sheng, S., Tian, J., Wu, R. & Pang, X., Jan 1 2018, (Accepted/In press) In : Journal of Forestry Research.

Research output: Contribution to journalArticle

transcriptomics
gene
genes
flowering
circadian rhythm

Composite quantile regression for GARCH models using high-frequency data

Wang, M., Chen, Z. & Wang, C. D., Jul 1 2018, In : Econometrics and Statistics. 7, p. 115-133 19 p.

Research output: Contribution to journalArticle

Conditional Heteroskedasticity
High-frequency Data
Quantile Regression
Composite
Simulation Study
66 Citations (Scopus)

Computational pan-genomics: Status, promises and challenges

The Computational Pan-Genomics Consortium, Jan 1 2018, In : Briefings in bioinformatics. 19, 1, p. 118-135 18 p., bbw089.

Research output: Contribution to journalArticle

Genomics
Genes
Computational Biology
Genome
Bioinformatics
3 Citations (Scopus)

Computer-Automated Approach for Scoring Short Essays in an Introductory Statistics Course

Zimmerman, W. A., Kang, H. B., Kim, K., Gao, M., Johnson, G., Clariana, R. & Zhang, F., Jan 2 2018, In : Journal of Statistics Education. 26, 1, p. 40-47 8 p.

Research output: Contribution to journalArticle

Scoring
statistics
Statistics
semester
instructor

Condition-adaptive fused graphical lasso (CFGL): An adaptive procedure for inferring condition-specific gene co-expression network

Lyu, Y., Xue, L., Zhang, F., Koch, H., Saba, L., Kechris, K. & Li, Q., Sep 1 2018, In : PLoS computational biology. 14, 9, e1006436.

Research output: Contribution to journalArticle

Adaptive Procedure
Lasso
Genes
Gene
cancer

Construction of dynamically-dependent stochastic error models

Clausen, P., Skaloud, J., Orso, S. & Guerrier, S., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1336-1341 6 p. (2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings).

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

Error Model
Stochastic Model
Dependent
Sensors
Signature
1 Citation (Scopus)

Construction of orthogonal symmetric Latin hypercube designs

Wang, L., Sun, F., Lin, D. K. J. & Liu, M. Q., Jul 1 2018, In : Statistica Sinica. 28, 3, p. 1503-1520 18 p.

Research output: Contribution to journalArticle

Latin Hypercube Design
Symmetric Design
Orthogonal Design
Orthogonality
Computer Experiments

CRPS chart: Simultaneously monitoring location and scale under data-rich environment

Shi, L., Gong, L. & Lin, D. K. J., Jun 1 2018, In : Quality and Reliability Engineering International. 34, 4, p. 681-697 17 p.

Research output: Contribution to journalArticle

Monitoring
Charts
Control charts
Sample size
Median

Data assimilation method based on the constraints of confidence region

Li, Y., Li, S., Sheng, Y. & Wang, L., Mar 1 2018, In : Advances in Atmospheric Sciences. 35, 3, p. 334-345 12 p.

Research output: Contribution to journalArticle

data assimilation
Kalman filter
inflation
method
oceanography

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Learning algorithms
Defects
Deep neural networks
Malware
2 Citations (Scopus)

Depression and marijuana use disorder symptoms among current marijuana users

Dierker, L., Selya, A., Lanza, S. T., Li, R. & Rose, J., Jan 1 2018, In : Addictive Behaviors. 76, p. 161-168 8 p.

Research output: Contribution to journalArticle

Cannabis
Depression
Substance-Related Disorders
Smoking
Alcohols
1 Citation (Scopus)

Design and analysis of computer experiment via dimensional analysis

Shen, W., Lin, D. K. J. & Chang, C. J., Apr 3 2018, In : Quality Engineering. 30, 2, p. 311-328 18 p.

Research output: Contribution to journalArticle

Experiments
Boreholes
Physics
9 Citations (Scopus)
Acid Rain
Barium Sulfate
Acid rain
acid rain
barium

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, Jr., R., Li, J., Wang, J. & Newman, M. G., Mar 1 2018, In : Psychiatry Research. 261, p. 414-420 7 p.

Research output: Contribution to journalArticle

Emotions
Research Personnel
1 Citation (Scopus)

Differentially private model selection with penalized and constrained likelihood

Lei, J., Charest, A. S., Slavkovic, A. B., Smith, A. D. & Fienberg, S., Jun 1 2018, In : Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 609-633 25 p.

Research output: Contribution to journalArticle

Model Selection
Privacy
privacy
Likelihood
Statistical Disclosure Control
1 Citation (Scopus)

Differentially private uniformly most powerful tests for binomial data

Awan, J. & Slavkovic, A. B., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4208-4218 11 p.

Research output: Contribution to journalConference article

Random variables
Processing

Dimension reduction and estimation in the secondary analysis of case-control studies

Liang, L., Carroll, R. & Ma, Y., Jan 1 2018, In : Electronic Journal of Statistics. 12, 1, p. 1782-1821 40 p.

Research output: Contribution to journalArticle

Case-control Study
Dimension Reduction
Covariates
Case-control
Regression

Dynamical Constraints on Nontransiting Planets Orbiting TRAPPIST-1

Jontof-Hutter, D., Truong, V. H., Ford, E. B., Robertson, P. & Terrien, R. C., Jun 1 2018, In : Astronomical Journal. 155, 6, 239.

Research output: Contribution to journalArticle

planets
planet
radial velocity
orbitals
inclination
2 Citations (Scopus)

Dynamic functional regression with application to the cross-section of returns

Kokoszka, P., Miao, H., Reimherr, M. L. & Taoufik, B., Jun 1 2018, In : Journal of Financial Econometrics. 16, 3, p. 461-485 25 p.

Research output: Contribution to journalArticle

Risk factors
Cross section
Factors
Asymptotic theory
Coefficients

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