Research Output 1973 2020

2019

Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming

Liu, H., Wang, X., Yao, T., Li, R. & Ye, Y., Nov 1 2019, In : Mathematical Programming. 178, 1-2, p. 69-108 40 p.

Research output: Contribution to journalArticle

Sample Average Approximation
Stochastic programming
Stochastic Programming
Sparsity
Penalty

Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

Dziak, J. J., Coffman, D. L., Reimherr, M., Petrovich, J., Li, R., Shiffman, S. & Shiyko, M. P., Jan 1 2019, In : Statistics Surveys. 13, p. 150-180 31 p.

Research output: Contribution to journalArticle

Open Access
Smoking
Interpretability
Regression Function
Longitudinal Data
Scalar

Semiparametric efficient estimators in heteroscedastic error models

Kim, M. & Ma, Y., Feb 1 2019, In : Annals of the Institute of Statistical Mathematics. 71, 1

Research output: Contribution to journalArticle

Heteroscedastic Errors
Heteroscedastic Model
Efficient Estimator
Error Model
Regression

Semiparametric estimation and inference of variance function with large dimensional covariates

Ma, Y. & Zhu, L., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 567-588 22 p.

Research output: Contribution to journalArticle

Semiparametric Inference
Semiparametric Estimation
Efficient Estimator
Variance Function
Covariates

Semiparametric regression for measurement error model with heteroscedastic error

Li, M., Ma, Y. & Li, R., May 1 2019, In : Journal of Multivariate Analysis. 171, p. 320-338 19 p.

Research output: Contribution to journalArticle

Heteroscedastic Errors
Semiparametric Regression
Measurement Error Model
Measurement errors
Measurement Error

Sequential latin hypercube design with both space-filling and projective properties

Zhou, X. J., Lin, D. K. J., Hu, X. L. & Ouyang, L., Oct 1 2019, In : Quality and Reliability Engineering International. 35, 6, p. 1941-1951 11 p.

Research output: Contribution to journalArticle

Sampling
Experiments
Simulation
Research work
Computer experiments
1 Citation (Scopus)

Sex dimorphism in the distribution of adipose tissue and its influence on proinflammatory adipokines and cardiometabolic profiles in motor complete spinal cord injury

Farkas, G. J., Gorgey, A. S., Dolbow, D. R., Berg, A. & Gater, D., Jul 4 2019, In : Journal of Spinal Cord Medicine. 42, 4, p. 430-436 7 p.

Research output: Contribution to journalArticle

Adipokines
Spinal Cord Injuries
Sex Characteristics
Adipose Tissue
Sex Distribution
3 Citations (Scopus)

Sharpening Jensen's Inequality

Liao, J. G. & Berg, A., Jul 3 2019, In : American Statistician. 73, 3, p. 278-281 4 p.

Research output: Contribution to journalArticle

Jensen's inequality
Power Mean
Moment generating function
Calculus
Form
1 Citation (Scopus)

Simulation-Based Bias Correction Methods for Complex Models

Guerrier, S., Dupuis-Lozeron, E., Ma, Y. & Victoria-Feser, M. P., Jan 2 2019, In : Journal of the American Statistical Association. 114, 525, p. 146-157 12 p.

Research output: Contribution to journalArticle

Bias Correction
Indirect Inference
Estimator
Simulation
Inconsistent
1 Citation (Scopus)

Single index quantile regression for censored data

Christou, E. & Akritas, M. G., Dec 1 2019, In : Statistical Methods and Applications. 28, 4, p. 655-678 24 p.

Research output: Contribution to journalArticle

Quantile Regression
Censored Data
Regression Model
Estimator
Accelerated Failure Time Model

Sliced Latin hypercube designs with both branching and nested factors

Chen, H., Yang, J., Lin, D. K. J. & Liu, M. Q., Mar 1 2019, In : Statistics and Probability Letters. 146, p. 124-131 8 p.

Research output: Contribution to journalArticle

Latin Hypercube Design
Branching
Slice
Computer Experiments
Discrepancy

Spatially structured statistical network models for landscape genetics

Peterson, E. E., Hanks, E. M., Hooten, M. B., Ver Hoef, J. M. & Fortin, M. J., May 2019, In : Ecological Monographs. 89, 2, e01355.

Research output: Contribution to journalArticle

genetic structure
gene flow
matrix
information networks
analytical framework

Statistical edutainment: Reversing comparisons

Lesser, L. M. & Pearl, D. K., Jan 1 2019, In : Teaching Statistics. 41, 3, p. 118-122 5 p.

Research output: Contribution to journalArticle

Simpson's Paradox
edutainment
Edutainment
Resources
resources
1 Citation (Scopus)

Statistical Implications of the Revenue Transfer Methodology in the Affordable Care Act

Li, M. & Richards, D., Jan 2 2019, In : North American Actuarial Journal. 23, 1, p. 27-32 6 p.

Research output: Contribution to journalArticle

Methodology
Insurance
Random variable
Zero-sum
Revenue
2 Citations (Scopus)

Statistical methods for evaluating the correlation between timeline follow-back data and daily process data with applications to research on alcohol and marijuana use

Liu, W., Li, R., Zimmerman, M. A., Walton, M. A., Cunningham, R. M. & Buu, A., Jul 1 2019, In : Addictive Behaviors. 94, p. 147-155 9 p.

Research output: Contribution to journalArticle

Cannabis
Statistical methods
Alcohols
Research
Experiments

Statistical theories for dimensional analysis

Shen, W. & Lin, D. K. J., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 527-550 24 p.

Research output: Contribution to journalArticle

Dimensional Analysis
Statistical property
Physics
Maximal Invariant
Statistics

Stephen elliott fienberg 1942-2016, founding editor of the annual review of statistics and its application

Carriquiry, A. L., Reid, N. & Slavkovic, A. B., Mar 7 2019, In : Annual Review of Statistics and Its Application. 6, p. 1-18 18 p.

Research output: Contribution to journalReview article

Open Access
Annual
Statistics
Sweeping
Leadership
Categorization
2 Citations (Scopus)

Step-up therapy in black children and adults with poorly controlled asthma

NHLBI AsthmaNet, Sep 26 2019, In : New England Journal of Medicine. 381, 13, p. 1227-1239 13 p.

Research output: Contribution to journalArticle

Asthma
Glucocorticoids
Therapeutics
Fluticasone
Hydrocortisone

Stilt: Easy emulation of time series AR(1) computer model output in multidimensional parameter space

Olson, R., Ruckert, K. L., Chang, W., Keller, K., Haran, M. & An, S. I., Jan 1 2019, In : R Journal. 10, 2, p. 209-225 17 p.

Research output: Contribution to journalArticle

Open Access
Emulation
Computer Model
Parameter Space
Time series
Output

Stochastic lead time with order crossover

Yang, C. C. & Lin, D. K. J., Sep 3 2019, In : Quality Technology and Quantitative Management. 16, 5, p. 575-587 13 p.

Research output: Contribution to journalArticle

Lead
Autocorrelation
Statistics
Law enforcement
Supply chains

Stroke among cancer patients

Zaorsky, N. G., Zhang, Y., Tchelebi, L. T., Mackley, H. B., Chinchilli, V. M. & Zacharia, B. E., Dec 1 2019, In : Nature communications. 10, 1, 5172.

Research output: Contribution to journalArticle

Open Access
strokes
cancer
Stroke
Neoplasms
Epidemiology
1 Citation (Scopus)

Sufficient direction factor model and its application to gene expression quantitative trait loci discovery

Jiang, F., Ma, Y. & Wei, Y., Jan 1 2019, In : Biometrika. 106, 2, p. 417-432 16 p., asz010.

Research output: Contribution to journalArticle

Quantitative Trait Loci
Factor Models
Gene expression
Gene Expression
Single Nucleotide Polymorphism
11 Citations (Scopus)

Suicide among cancer patients

Zaorsky, N., Zhang, Y., Tuanquin, L., Bluethmann, S., Park, H. S. & Chinchilli, V., Dec 1 2019, In : Nature communications. 10, 1, 207.

Research output: Contribution to journalArticle

Suicide
cancer
Epidemiology
Neoplasms
lungs

Superabundance of Exoplanet Sub-Neptunes Explained by Fugacity Crisis

Kite, E. S., Bruce Fegley, F., Schaefer, L. & Ford, E. B., Dec 20 2019, In : Astrophysical Journal Letters. 887, 2, L33.

Research output: Contribution to journalArticle

Neptune (planet)
Neptune
extrasolar planets
fugacity
atmospheres

The Crohn’s disease associated SNP rs6651252 impacts MYC gene expression in human colonic epithelial cells

Matthews, S. M., Eshelman, M. A., Berg, A. S., Koltun, W. A. & Yochum, G. S., Feb 2019, In : PloS one. 14, 2, e0212850.

Research output: Contribution to journalArticle

Open Access
Crohn disease
Polymorphism
Gene expression
Crohn Disease
single nucleotide polymorphism

The efficiency of geometric samplers for exoplanet transit timing variation models

Tuchow, N. W., Ford, E. B., Papamarkou, T. & Lindo, A., Apr 11 2019, In : Monthly Notices of the Royal Astronomical Society. 484, 3, p. 3772-3784 13 p.

Research output: Contribution to journalArticle

samplers
extrasolar planets
transit
sampler
time measurement
4 Citations (Scopus)

The Estimation and Projection Package Age-Sex Model and the r-hybrid model: New tools for estimating HIV incidence trends in sub-Saharan Africa

Eaton, J. W., Brown, T., Puckett, R., Glaubius, R., Mutai, K., Bao, L., Salomon, J. A., Stover, J., Mahy, M. & Hallett, T. B., Dec 15 2019, In : AIDS. 33, p. S235-S244

Research output: Contribution to journalArticle

Africa South of the Sahara
HIV
Incidence
Sentinel Surveillance
Theoretical Models

The genomic landscape of crossover interference in the desert tree populus euphratica

Wang, P., Jiang, L., Ye, M., Zhu, X. & Wu, R., Jan 1 2019, In : Frontiers in Genetics. 10, MAY, 440.

Research output: Contribution to journalArticle

Open Access
Populus
Chromosomes
Genome

Time-varying Effects of GABRG1 and Maladaptive Peer Behavior on Externalizing Behavior from Childhood to Adulthood: Testing Gene × Environment × Development Effects

Trucco, E. M., Yang, S., Yang, J. J., Zucker, R. A., Li, R. & Buu, A., Jan 1 2019, (Accepted/In press) In : Journal of youth and adolescence.

Research output: Contribution to journalArticle

adulthood
childhood
Genes
Gene-Environment Interaction
Butyric Acid

Two-level factorial experiments

Smucker, B., Krzywinski, M. & Altman, N., Mar 1 2019, In : Nature methods. 16, 3, p. 211-212 2 p.

Research output: Contribution to journalComment/debate

Experiments

Ultrahigh dimensional precision matrix estimation via refitted cross validation

Wang, L., Chen, Z., Wang, C. D. & Li, R., Jan 1 2019, (Accepted/In press) In : Journal of Econometrics. 215, 1, p. 118-130 13 p.

Research output: Contribution to journalArticle

Cross-validation
Spurious correlation
Scenarios
Asset allocation
Finite sample

Using a hidden Markov model to measure earnings quality

Du, K., Huddart, S., Xue, L. & Zhang, Y., Jan 1 2019, (Accepted/In press) In : Journal of Accounting and Economics. 101281.

Research output: Contribution to journalArticle

Earnings quality
Hidden Markov model
Fidelity
Economics
Accounting restatements
2018
3 Citations (Scopus)

A computational-experimental framework for mapping plant coexistence

Jiang, L., Shi, C., Ye, M., Xi, F., Cao, Y., Wang, L., Zhang, M., Sang, M. & Wu, R., May 1 2018, In : Methods in Ecology and Evolution. 9, 5, p. 1335-1352 18 p.

Research output: Contribution to journalArticle

coexistence
plant communities
phenotype
quantitative trait loci
game theory
2 Citations (Scopus)

A Computationally Efficient Framework for Automatic Inertial Sensor Calibration

Balamuta, J. J., Molinari, R., Guerrier, S. & Yang, W., Feb 15 2018, In : IEEE Sensors Journal. 18, 4, p. 1636-1646 11 p., 8110606.

Research output: Contribution to journalArticle

Calibration
sensors
Sensors
Measurement errors
computer programs
3 Citations (Scopus)

A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models

Guan, Y. & Haran, M., Oct 2 2018, In : Journal of Computational and Graphical Statistics. 27, 4, p. 701-714 14 p.

Research output: Contribution to journalArticle

Generalized Linear Mixed Model
High-dimensional
Markov Chain Monte Carlo Algorithms
Confounding
Projection
1 Citation (Scopus)

A Conjugate Model for Dimensional Analysis

Shen, W. & Lin, D. K. J., Jan 2 2018, In : Technometrics. 60, 1, p. 79-89 11 p.

Research output: Contribution to journalArticle

Dimensional Analysis
Water waves
Regression analysis
Physics
Statistics
3 Citations (Scopus)

Adaptive-weight burden test for associations between quantitative traits and genotype data with complex correlations

Wu, X., Guan, T., Liu, D. J., Novelo, L. G. L. & Bandyopadhyay, D., Sep 2018, In : Annals of Applied Statistics. 12, 3, p. 1558-1582 25 p.

Research output: Contribution to journalArticle

Genotype
Genes
Glucose
Throughput
Statistics
3 Citations (Scopus)

Adipocyte OGT governs diet-induced hyperphagia and obesity

Li, M. D., Vera, N. B., Yang, Y., Zhang, B., Ni, W., Ziso-Qejvanaj, E., Ding, S., Zhang, K., Yin, R., Wang, S., Zhou, X., Fang, X., Xu, T., Erion, D. M. & Yang, X., Dec 1 2018, In : Nature communications. 9, 1, 5103.

Research output: Contribution to journalArticle

obesity
diets
Hyperphagia
fats
Nutrition

Advancing science and technology with big data analytics

Li, J., Jun 2018, In : Statistical Analysis and Data Mining. 11, 3, 1 p.

Research output: Contribution to journalEditorial

Big data
2 Citations (Scopus)
Confidence Bands
Confidence Region
Geometric Approach
Coverage
Functional Data Analysis
2 Citations (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 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 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
2 Citations (Scopus)

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

Li, B. & Solea, E., Oct 2 2018, In : Journal of the American Statistical Association. 113, 524, p. 1637-1655 19 p.

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. (2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings).

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. M. & 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
1 Citation (Scopus)

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

Li, D., Xue, L. & Zou, H., Oct 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 2018, In : Biometrics. 74, 3, p. 803-813 11 p.

Research output: Contribution to journalArticle

Reproducibility
reproducibility
High Throughput
Covariates
Regression
2 Citations (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
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