Research Output

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

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

A spatially explicit evolutionary algorithm for the spatial partitioning problem

Liu, Y. Y. & Cho, W. K. T., May 2020, In : Applied Soft Computing Journal. 90, 106129.

Research output: Contribution to journalArticle

Asymptotic analysis for multi-objective sequential stochastic assignment problems

Yu, G., Jacobson, S. H. & Kiyavash, N., Feb 17 2020, In : Stochastics. 92, 2, p. 223-264 42 p.

Research output: Contribution to journalArticle

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

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

Duality in balance optimization subset selection

Kwon, H. Y., Sauppe, J. J. & Jacobson, S. H., Jan 1 2020, (Accepted/In press) In : Annals of Operations Research.

Research output: Contribution to journalArticle

Faster subgradient methods for functions with Hölderian growth

Johnstone, P. R. & Moulin, P., Mar 1 2020, In : Mathematical Programming. 180, 1-2, p. 417-450 34 p.

Research output: Contribution to journalArticle

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

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

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

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

Primal-dual analysis for online interval scheduling problems

Yu, G. & Jacobson, S. H., Jan 1 2020, (Accepted/In press) In : Journal of Global Optimization.

Research output: Contribution to journalArticle

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

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

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

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

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

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

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

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

Adaptive sequential machine learning

Wilson, C., Bu, Y. & Veeravalli, V. V., Oct 2 2019, In : Sequential Analysis. 38, 4, p. 545-568 24 p.

Research output: Contribution to journalArticle

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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