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2020

Nonparametric variable selection and its application to additive models

Feng, Z., Lin, L., Zhu, R. & Zhu, L., Jun 1 2020, In : Annals of the Institute of Statistical Mathematics. 72, 3, p. 827-854 28 p.

Research output: Contribution to journalArticle

On the Boundary Theory of Subordinate Killed Lévy Processes

Kim, P., Song, R. & Vondraček, Z., Jun 1 2020, In : Potential Analysis. 53, 1, p. 131-181 51 p.

Research output: Contribution to journalArticle

Pareto-optimal insurance contracts with premium budget and minimum charge constraints

Asimit, A. V., Cheung, K. C., Chong, W. F. & Hu, J., Nov 2020, In : Insurance: Mathematics and Economics. 95, p. 17-27 11 p.

Research output: Contribution to journalArticle

Open Access

Primal-dual analysis for online interval scheduling problems

Yu, G. & Jacobson, S. H., Jul 1 2020, In : Journal of Global Optimization. 77, 3, p. 575-602 28 p.

Research output: Contribution to journalArticle

Quickest Detection of Dynamic Events in Networks

Zou, S., Veeravalli, V. V., Li, J. & Towsley, D., Apr 2020, In : IEEE Transactions on Information Theory. 66, 4, p. 2280-2295 16 p., 8876873.

Research output: Contribution to journalArticle

Rerandomization and regression adjustment

Li, X. & Ding, P., Feb 1 2020, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 82, 1, p. 241-268 28 p.

Research output: Contribution to journalArticle

Open Access

Rerandomization in 2K factorial experiments

Li, X., Ding, P. & Rubin, D. B., 2020, In : Annals of Statistics. 48, 1, p. 43-63 21 p.

Research output: Contribution to journalArticle

Riemannian geometry and statistical modeling correct for batch effects and control false discoveries in single-cell surface protein count data

Zhang, S., Leistico, J. R., Cook, C., Liu, Y., Cho, R. J., Cheng, J. B. & Song, J. S., Jul 2020, In : Physical Review E. 102, 1, 012409.

Research output: Contribution to journalArticle

Sampling high dimensional tables with applications to assessing linkage disequilibrium

Eisinger, R. D., Su, X. & Chen, Y., Jan 1 2020, In : Statistics and its Interface. 13, 2, p. 157-166 10 p.

Research output: Contribution to journalArticle

Open Access

Scenario analysis of non-pharmaceutical interventions on global COVID-19 transmissions

Chen, X. & Qiu, Z., Apr 20 2020, In : Covid Economics, Vetted and Real-Time Papers. 7, p. 46-67

Research output: Contribution to journalArticle

Sequential algorithms for moving anomaly detection in networks

Rovatsos, G., Zou, S. & Veeravalli, V. V., Jan 2 2020, In : Sequential Analysis. 39, 1, p. 6-31 26 p.

Research output: Contribution to journalArticle

Sharp heat kernel estimates for spectral fractional Laplacian perturbed by gradients

Song, R., Xie, L. & Xie, Y., 2020, (Accepted/In press) In : Science China Mathematics.

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

Smart energy storage management via information systems design

He, Q. C., Yang, Y., Bai, L. & Zhang, B., Jan 2020, In : Energy Economics. 85, 104542.

Research output: Contribution to journalArticle

Open Access

Spatial, Temporal, and Genetic Invasion Dynamics of Aedes albopictus (Diptera: Culicidae) in Illinois

Stone, C. M., Zuo, Z., Li, B., O’Hara Ruiz, M., Swanson, J., Hunt, J., Kim, C-H. & Smith, R. L., Mar 20 2020, In : Journal of medical entomology. tjaa047.

Research output: Contribution to journalArticle

Spectral and matrix factorization methods for consistent community detection in multi-layer networks

Paul, S. & Chen, Y., 2020, In : Annals of Statistics. 48, 1, p. 230-250 21 p.

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

Statistical Applications in Educational Measurement

Chang, H-H., Wang, C. & Zhang, S., 2020, (Accepted/In press) In : Annual Review of Statistics and Its Application.

Research output: Contribution to journalArticle

Steerable ePCA: Rotationally Invariant Exponential Family PCA

Zhao, Z., Liu, L. T. & Singer, A., 2020, In : IEEE Transactions on Image Processing. 29, p. 6069-6081 13 p., 9078828.

Research output: Contribution to journalArticle

Testing conditional mean independence for functional data

Lee, C. E., Zhang, X. & Shao, X., Jun 1 2020, In : Biometrika. 107, 2, p. 331-346 16 p.

Research output: Contribution to journalArticle

Testing Impact Measures in Spatial Autoregressive Models

Arbia, G., Bera, A. K., Doğan, O. & Taşpınar, S., Jan 1 2020, In : International Regional Science Review. 43, 1-2, p. 40-75 36 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

The data science life cycle: a disciplined approach to advancing data science as a science

Stodden, V., Jun 18 2020, In : Communications of the ACM. 63, 7, p. 58-66 9 p.

Research output: Contribution to journalArticle

The regulatory landscape of early maize inflorescence development

Parvathaneni, R. K., Bertolini, E., Shamimuzzaman, M., Vera, D. L., Lung, P. Y., Rice, B. R., Zhang, J., Brown, P. J., Lipka, A. E., Bass, H. W. & Eveland, A. L., Jul 6 2020, In : Genome biology. 21, 1, 165.

Research output: Contribution to journalArticle

Open Access

Time series analysis of COVID-19 infection curve: A change-point perspective

Jiang, F., Zhao, Z. & Shao, X., 2020, (Accepted/In press) In : Journal of Econometrics.

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

Training Population Optimization for Genomic Selection in Miscanthus

Olatoye, M. O., Clark, L. V., Labonte, N. R., Dong, H., Dwiyanti, M. S., Anzoua, K. G., Brummer, J. E., Ghimire, B. K., Dzyubenko, E., Dzyubenko, N., Bagmet, L., Sabitov, A., Chebukin, P., Głowacka, K., Heo, K., Jin, X., Nagano, H., Peng, J., Yu, C. Y., Yoo, J. H. & 5 others, Zhao, H., Long, S. P., Yamada, T., Sacks, E. J. & Lipka, A. E., Jul 7 2020, In : G3 (Bethesda, Md.). 10, 7, p. 2465-2476 12 p.

Research output: Contribution to journalArticle

Open Access

Unblended disjoint tree merging using GTM improves species tree estimation

Smirnov, V. & Warnow, T., Apr 16 2020, In : BMC genomics. 21, 235.

Research output: Contribution to journalArticle

Open Access

Using risk-based security to quantify the number of firearms missed at airport security checkpoints

Jacobson, S. H., Jun 2020, In : Interfaces. 50, 3, p. 190-196 7 p.

Research output: Contribution to journalArticle

Viewing computer science through citation analysis: Salton and Bergmark Redux

Devarakonda, S., Korobskiy, D., Warnow, T. & Chacko, G., 2020, (Accepted/In press) In : Scientometrics. 125, 1, p. 271-287 17 p.

Research output: Contribution to journalArticle

Well-posedness and long time behavior of singular Langevin stochastic differential equations

Song, R. & Xie, L., Apr 2020, In : Stochastic Processes and their Applications. 130, 4, p. 1879-1896 18 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 bi-criteria multiple-choice secretary problem

Yu, G., Jacobson, S. H. & Kiyavash, N., Jun 3 2019, In : IISE Transactions. 51, 6, p. 577-588 12 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

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. & Nedich, 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

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., 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 9, p. 1413-1421 9 p., 8736856.

Research output: Contribution to journalArticle

Approximating high-dimensional infinite-order U-statistics: Statistical and computational guarantees

Song, Y., Chen, X. & Kato, K., Jan 1 2019, In : Electronic Journal of Statistics. 13, 2, p. 4794-4848 55 p.

Research output: Contribution to journalArticle

Open Access

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

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