Research Output 1981 2020

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

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

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

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

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

Adapting sequence to sequence models for text normalization in social media

Lourentzou, I., Manghnani, K. & Zhai, C., Jan 1 2019, p. 335-345. 11 p.

Research output: Contribution to conferencePaper

Processing
Speech analysis
Linguistics
Experiments

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

Adversarial Multi-user Bandits for Uncoordinated Spectrum Access

Bande, M. & Veeravalli, V. V., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4514-4518 5 p. 8682263. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

A generative model for discovering action-based roles and community role compositions on community question answering platforms

Geigle, C., Dev, H., Sundaram, H. & Zhai, C. X., Jan 1 2019, p. 181-192. 12 p.

Research output: Contribution to conferencePaper

Chemical analysis
Health
Probability distributions
Experiments

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

Analysis of adaptive training for learning to rank in information retrieval

Kuzi, S., Labhishetty, S., Santu, S. K. K., Joshi, P. P. & Zhai, C. X., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2325-2328 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Information retrieval
Learning to rank
Query
Ranking function
Calibration

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

Author Correction: Targeted exon skipping with AAV-mediated split adenine base editors (Cell Discovery, (2019), 5, 1, (41), 10.1038/s41421-019-0109-7)

Winter, J., Luu, A., Gapinske, M., Manandhar, S., Shirguppe, S., Woods, W. S., Song, J. S. & Perez-Pinera, P., Dec 1 2019, In : Cell Discovery. 5, 1, 56.

Research output: Contribution to journalComment/debate

Open Access
Adenine
Exons
Labeling
Publications

Automatic assessment of complex assignments using topic models

Kuzi, S., Cope, W., Ferguson, D., Geigle, C. & Zhai, C. X., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

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

Open Access
Veterinary medicine
Students
learning
veterinary medicine
Learning systems

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

Better government, better science: The promise of and challenges facing the evidence-informed policy movement

Bowers, J. & Testa, P. F., May 11 2019, In : Annual Review of Political Science. 22, p. 521-542 22 p.

Research output: Contribution to journalReview article

public policy
research planning
science
evidence
behavioral science

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

Clustered monotone transforms for rating factorization

Hiranandani, G., Koyejo, O. O., Somani, R. & Acharyya, S., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 132-140 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Factorization
Recommender systems
Mathematical transformations

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

Controlled Sensing for Composite Multihypothesis Testing with Application to Anomaly Detection

Deshmukh, A., Bhashyam, S. & Veeravalli, V. V., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2109-2113 5 p. 8645380. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Composite materials
Testing
Error probability

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

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

Directed Intersection Representations and the Information Content of Digraphs

Kostochka, A. V., Liu, X., Machado, R. & Milenkovic, O., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1477-1481 5 p. 8849253. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Directed number
Intersection number
Directed Acyclic Graph
Information Content
Digraph

Distributed Quickest Detection of Significant Events in Networks

Zou, S., Veeravalli, V. V., Li, J., Towsley, D. & Swami, A., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8454-8458 5 p. 8682316. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Parallel algorithms
Fusion reactions
Statistics

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

Efficient rfi detection in radio astronomy based on compressive statistical sensing

Cucho-Padin, G., Wang, Y., Waldrop, L., Tian, Z. & Kamalabadi, F., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1109-1113 5 p. 8646517. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Radio astronomy
Observatories
Spectrum analysis
Frequency bands
Open Access
Autistic Disorder
Gene Expression
Genes

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