Research Output 1981 2020

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2020

Approximation algorithms for scheduling C-benevolent jobs on weighted machines

Yu, G. & Jacobson, S. H., Apr 2 2020, In : IISE Transactions. 52, 4, p. 432-443 12 p.

Research output: Contribution to journalArticle

Approximation algorithms
Scheduling
Exercise equipment

A Sparse Latent Class Model for Cognitive Diagnosis

Chen, Y., Culpepper, S. & Liang, F., Jan 1 2020, (Accepted/In press) In : Psychometrika.

Research output: Contribution to journalArticle

Latent Class Model
Identifiability
Educational Models
Social Sciences
Research

Combining envelope methodology and aster models for variance reduction in life history analyses

Eck, D. J., Geyer, C. J. & Cook, R. D., Mar 2020, In : Journal of Statistical Planning and Inference. 205, p. 283-292 10 p.

Research output: Contribution to journalArticle

Variance Reduction
Fitness
Envelope
Methodology
Covariance matrix

Constructing dynamic treatment regimes with shared parameters for censored data

Zhao Ruoqing, Y. Q., Zhu, R., Chen, G. & Zheng, Y., Jan 1 2020, (Accepted/In press) In : Statistics in Medicine.

Research output: Contribution to journalArticle

Censored Data
Decision Rules
Learning
Indexing
Therapeutics

Individualized Multidirectional Variable Selection

Tang, X., Xue, F. & Qu, A., Jan 1 2020, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Variable Selection
Feature Selection
Covariates
Modeling
Oracle Property

Limit theorems for a class of critical superprocesses with stable branching

Ren, Y. X., Song, R. & Sun, Z., Jan 1 2020, (Accepted/In press) In : Stochastic Processes and their Applications.

Research output: Contribution to journalArticle

Superprocess
Laplace transforms
Limit Theorems
Random variables
Branching

Models for generating NCAA men's basketball tournament bracket pools

Ludden, I. G., Khatibi, A., King, D. M. & Jacobson, S. H., Jan 1 2020, (Accepted/In press) In : Journal of Quantitative Analysis in Sports.

Research output: Contribution to journalArticle

fan
Basketball
Tournament
Scoring
Generator

Nonparametric false discovery rate control for identifying simultaneous signals

Zhao, S. D. & Nguyen, Y. T., Jan 1 2020, In : Electronic Journal of Statistics. 14, 1, p. 110-142 33 p.

Research output: Contribution to journalArticle

Open Access
Rate Control
Null Distribution
Gene
Chromatin
Statistical Significance

Sharp space-time regularity of the solution to stochastic heat equation driven by fractional-colored noise

Herrell, R., Song, R., Wu, D. & Xiao, Y., Jan 1 2020, (Accepted/In press) In : Stochastic Analysis and Applications.

Research output: Contribution to journalArticle

Stochastic Heat Equation
Colored Noise
Fractional
Space-time
Regularity

Spine Decompositions and Limit Theorems for a Class of Critical Superprocesses

Ren, Y. X., Song, R. & Sun, Z., Feb 1 2020, In : Acta Applicandae Mathematicae. 165, 1, p. 91-131 41 p.

Research output: Contribution to journalArticle

Superprocess
Spine
Decomposition Theorem
Limit Theorems
Decomposition

Testing Spatial Dependence in Spatial Models with Endogenous Weights Matrices

Bera, A. K., Doǧan, O. & Taşplnar, S., Jan 1 2020, In : Journal of Econometric Methods. 8, 1, 20170015.

Research output: Contribution to journalArticle

Spatial Dependence
Spatial Model
Statistics
Test Statistic
Robust Tests

Time-varying feature selection for longitudinal analysis

Xue, L., Shu, X., Shi, P., Wu, C. O. & Qu, A., Jan 30 2020, In : Statistics in Medicine. 39, 2, p. 156-170 15 p.

Research output: Contribution to journalArticle

Longitudinal Analysis
Model Selection
Feature Selection
Time-varying
National Heart, Lung, and Blood Institute (U.S.)
Martingale Difference
Dimension Reduction
Volatility
divergence
Divergence
2019

A Bayesian approach to sequential monitoring of nonlinear profiles using wavelets

Varbanov, R., Chicken, E., Linero, A. & Yang, Y., Apr 2019, In : Quality and Reliability Engineering International. 35, 3, p. 761-775 15 p.

Research output: Contribution to journalArticle

Monitoring
Markov processes
Computational complexity
Tuning
Wavelets

A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution

Lau, T. S., Tay, W. P. & Veeravalli, V. V., Feb 1 2019, In : IEEE Transactions on Signal Processing. 67, 3, p. 609-621 13 p., 8537967.

Research output: Contribution to journalArticle

Bins
Statistics
Testing

Adaptive risk bounds in unimodal regression

Chatterjee, S. & Lafferty, J., Feb 2019, In : Bernoulli. 25, 1, p. 1-25 25 p.

Research output: Contribution to journalArticle

Least Squares Estimator
Regression
Isotonic Regression
Parameter Space
Oracle Inequalities

Adaptive Sequential Stochastic Optimization

Wilson, C., Veeravalli, V. V. & Nedic, A., Feb 2019, In : IEEE Transactions on Automatic Control. 64, 2, p. 496-509 14 p., 8316928.

Research output: Contribution to journalArticle

Trajectories

Adjustments of Rao's Score Test for Distributional and Local Parametric Misspecifications

Bera, A. K., Bilias, Y., Yoon, M. J., Taşplnar, S. & Doǧan, O., Jan 1 2019, (Accepted/In press) In : Journal of Econometric Methods. 20170022.

Research output: Contribution to journalArticle

Rao's Score Test
Misspecification
Adjustment
Probability density function
Statistics

A Logistic Factorization Model for Recommender Systems With Multinomial Responses

Wang, Y., Bi, X. & Qu, A., Jan 1 2019, (Accepted/In press) In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Recommender Systems
Logistics
Factorization
Categorical
Matrix Completion

An assessment of true and false positive detection rates of stepwise epistatic model selection as a function of sample size and number of markers

Chen, A. H., Ge, W., Metcalf, W., Jakobsson, E., Mainzer, L. S. & Lipka, A. E., May 1 2019, In : Heredity. 122, 5, p. 660-671 12 p.

Research output: Contribution to journalArticle

Sample Size
Gene Frequency
Zea mays
Nucleotides
Genome

An ergodic BSDE approach to forward entropic risk measures: representation and large-maturity behavior

Chong, W. F., Hu, Y., Liang, G. & Zariphopoulou, T., Jan 15 2019, In : Finance and Stochastics. 23, 1, p. 239-273 35 p.

Research output: Contribution to journalArticle

Backward Stochastic Differential Equation
Risk Measures
Convex Duality
Factor Models
Parity

An Exploratory Diagnostic Model for Ordinal Responses with Binary Attributes: Identifiability and Estimation

Culpepper, S. A., Dec 1 2019, In : Psychometrika. 84, 4, p. 921-940 20 p.

Research output: Contribution to journalArticle

Model Diagnostics
Identifiability
Attribute
Research Personnel
Binary

A nonparametric technique for analysis of state-trace functions

Benjamin, A. S., Griffin, M. L. & Douglas, J. A., Jun 2019, In : Journal of Mathematical Psychology. 90, p. 88-99 12 p.

Research output: Contribution to journalArticle

Trace Function
Trace analysis
ROC Curve
Cognition
Trace

A Phantom-Based Assessment of Repeatability and Reproducibility of Transvaginal Quantitative Ultrasound

Chen, S., McFarlin, B. L., Meagher, B. T., Peters, T. A., Simpson, D. G., O'Brien, W. D. & Han, A., Jan 1 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 9, p. 1413-1421 9 p., 8736856.

Research output: Contribution to journalArticle

attenuation coefficients
Ultrasonics
Biomarkers
Transducers
Obstetrics

Assessing models for estimation and methods for uncertainty quantification for spatial return levels

Cao, Y. & Li, B., Mar 2019, In : Environmetrics. 30, 2, e2508.

Research output: Contribution to journalArticle

Uncertainty Quantification
confidence interval
Confidence interval
Stable Models
Extremes

Bagging and deep learning in optimal individualized treatment rules

Mi, X., Zou, F. & Zhu, R., Jan 1 2019, In : Biometrics. 75, 2, p. 674-684 11 p.

Research output: Contribution to journalArticle

Bagging
learning
Learning
Decision Rules
neural networks

Bayesian model selection for high-dimensional data

Narisetty, N. N., Jan 1 2019, (Accepted/In press) In : Handbook of Statistics.

Research output: Contribution to journalArticle

Bayesian Model Selection
High-dimensional Data
Model Selection
Covariates
High-dimensional

Bayesian Regularization for Graphical Models With Unequal Shrinkage

Gan, L., Narisetty, N. N. & Liang, F., Jul 3 2019, In : Journal of the American Statistical Association. 114, 527, p. 1218-1231 14 p.

Research output: Contribution to journalArticle

Maximum a Posteriori
Graphical Models
Shrinkage
Unequal
Regularization

Biomass yield in a genetically diverse Miscanthus sinensis germplasm panel evaluated at five locations revealed individuals with exceptional potential

Clark, L. V., Dwiyanti, M. S., Anzoua, K. G., Brummer, J. E., Ghimire, B. K., Głowacka, K., Hall, M., Heo, K., Jin, X., Lipka, A. E., Peng, J., Yamada, T., Yoo, J. H., Yu, C. Y., Zhao, H., Long, S. P. & Sacks, E. J., Oct 1 2019, In : GCB Bioenergy. 11, 10, p. 1125-1145 21 p.

Research output: Contribution to journalArticle

Open Access
Miscanthus giganteus
Miscanthus sinensis
germplasm
Biomass
biomass

Bootstrap-assisted unit root testing with piecewise locally stationary errors

Rho, Y. & Shao, X., Feb 1 2019, In : Econometric Theory. 35, 1, p. 143-166 24 p.

Research output: Contribution to journalArticle

statistics
simulation
Unit root testing
Bootstrap
Wild bootstrap

Budget-constrained optimal reinsurance design under coherent risk measures

Cheung, K. C., Chong, W. F. & Lo, A., Oct 21 2019, In : Scandinavian Actuarial Journal. 2019, 9, p. 729-751 23 p.

Research output: Contribution to journalArticle

Coherent Risk Measures
Reinsurance
Budget Constraint
Invariant
Infinite-dimensional Spaces

Cognitive Diagnostic Models With Attribute Hierarchies: Model Estimation With a Restricted Q-Matrix Design

Tu, D., Wang, S., Cai, Y., Douglas, J. A. & Chang, H., Jun 1 2019, In : Applied Psychological Measurement. 43, 4, p. 255-271 17 p.

Research output: Contribution to journalArticle

diagnostic
estimation procedure
Research Personnel
Guidelines
Psychology

Communication-Efficient Distributed Statistical Inference

Jordan, M. I., Lee, J. D. & Yang, Y., Apr 3 2019, In : Journal of the American Statistical Association. 114, 526, p. 668-681 14 p.

Research output: Contribution to journalArticle

Statistical Inference
Likelihood
Bayesian inference
High-dimensional
Markov Chain Monte Carlo Algorithms

Computing environments for reproducibility: Capturing the “Whole Tale”

Brinckman, A., Chard, K., Gaffney, N., Hategan, M., Jones, M. B., Kowalik, K., Kulasekaran, S., Ludäscher, B., Mecum, B. D., Nabrzyski, J., Stodden, V., Taylor, I. J., Turk, M. J. & Turner, K., May 2019, In : Future Generation Computer Systems. 94, p. 854-867 14 p.

Research output: Contribution to journalArticle

Data mining
Big data
Phylogeny
Joining
Scalability
Large Data Sets
Polynomials

Counting process-based dimension reduction methods for censored outcomes

Sun, Q., Zhu, R., Wang, T. & Zeng, D., Mar 1 2019, In : Biometrika. 106, 1, p. 181-186 6 p.

Research output: Contribution to journalArticle

Dimension-reduction Subspaces
Counting Process
Dimension Reduction
Reduction Method
Censored Survival Data

Cross-species systems analysis of evolutionary toolkits of neurogenomic response to social challenge

Saul, M. C., Blatti, C., Yang, W., Bukhari, S. A., Shpigler, H. Y., Troy, J. M., Seward, C. H., Sloofman, L., Chandrasekaran, S., Bell, A. M., Stubbs, L., Robinson, G. E., Zhao, S. D. & Sinha, S., Jan 2019, In : Genes, Brain and Behavior. p. e12502

Research output: Contribution to journalArticle

Systems Analysis
Synaptic Transmission
Genetic Phenomena
Genes
Smegmamorpha

Dependent relevance determination for smooth and structured sparse regression

Wu, A., Koyejo, O. O. & Pillow, J., May 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

Regression
Laplace Approximation
Dependent
Monte Carlo Markov Chain
Convex Relaxation

Detecting topological variations of DNA at single-molecule level

Liu, K., Pan, C., Kuhn, A., Nievergelt, A. P., Fantner, G. E., Milenkovic, O. & Radenovic, A., Dec 1 2019, In : Nature communications. 10, 1, 3.

Research output: Contribution to journalArticle

deoxyribonucleic acid
Molecules
DNA
molecules
orifices

Development and Application of an Exploratory Reduced Reparameterized Unified Model

Culpepper, S. A. & Chen, Y., Feb 1 2019, In : Journal of Educational and Behavioral Statistics. 44, 1, p. 3-24 22 p.

Research output: Contribution to journalArticle

certification
examination
simulation
evidence

Differential effects of influenza virus NA, HA head, and HA stalk antibodies on peripheral blood leukocyte gene expression during human infection

Walters, K. A., Zhu, R., Welge, M., Scherler, K., Park, J. K., Rahil, Z., Wang, H., Auvil, L., Bushell, C., Lee, M. Y., Baxter, D., Bristol, T., Rosas, L. A., Cervantes-Medina, A., Czajkowski, L., Han, A., Memoli, M. J., Taubenberger, J. K. & Kash, J. C., May 1 2019, In : mBio. 10, 3, e00760-19.

Research output: Contribution to journalArticle

Open Access
Hemagglutinins
Neuraminidase
Orthomyxoviridae
Leukocytes
Virus Shedding

Efficient Reconstructions of Common Era Climate via Integrated Nested Laplace Approximations

Barboza, L. A., Emile-geay, J., Li, B. & He, W., Jul 22 2019, (Accepted/In press) In : Journal of Agricultural, Biological, and Environmental Statistics.

Research output: Contribution to journalArticle

Laplace Approximation
Climate
Forcing
Uncertainty
climate

Estimating the Cognitive Diagnosis Q Matrix with Expert Knowledge: Application to the Fraction-Subtraction Dataset

Culpepper, S. A., Jun 15 2019, In : Psychometrika. 84, 2, p. 333-357 25 p.

Research output: Contribution to journalArticle

Q-matrix
Subtraction
Attribute
Model Diagnostics
Psychometrics

Estimation in Tournaments and Graphs under Monotonicity Constraints

Chatterjee, S. & Mukherjee, S., Jun 2019, In : IEEE Transactions on Information Theory. 65, 6, p. 3525-3539 15 p., 8620286.

Research output: Contribution to journalArticle

Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series

Xu, M., Chen, X. & Wu, W. B., Dec 31 2019, In : Entropy. 22, 1, 55.

Research output: Contribution to journalArticle

Open Access
estimating
matrices
estimators
moments
scaling

Evaluating statistical multiple sequence alignment in comparison to other alignment methods on protein data sets

Nute, M., Saleh, E. & Warnow, T., May 1 2019, In : Systematic biology. 68, 3, p. 396-411 16 p.

Research output: Contribution to journalArticle

Open Access
Sequence Alignment
sequence alignment
Benchmarking
Indonesia
protein
Open Access
Sorghum
Genome-Wide Association Study
Sorghum (Poaceae)
marker-assisted selection
Zea mays

Execution of Lexical and Conceptual Processes in Sentence Comprehension among Adult Readers as a Function of Literacy Skill

Ng, S., Payne, B. R., Liu, X., Anderson, C. J., Federmeier, K. D. & Stine-Morrow, E. A. L., Jan 1 2019, (Accepted/In press) In : Scientific Studies of Reading.

Research output: Contribution to journalArticle

Reading
comprehension
literacy
school grade
Literacy

Explicit formulas for the weight enumerators of some classes of deletion correcting codes

Bibak, K. & Milenkovic, O., Mar 2019, In : IEEE Transactions on Communications. 67, 3, p. 1809-1816 8 p., 8573841.

Research output: Contribution to journalArticle

Information theory
Computer science
DNA
Data storage equipment

Exponential functionals of Lévy processes and variable annuity guaranteed benefits

Feng, R., Kuznetsov, A. & Yang, F., Feb 2019, In : Stochastic Processes and their Applications. 129, 2, p. 604-625 22 p.

Research output: Contribution to journalArticle

Brownian movement
Geometric Brownian Motion
Equity
Asian Options
Black-Scholes Model