Research Output

2020

Acidification in corn monocultures favor fungi, ammonia oxidizing bacteria, and nirK-denitrifier groups

Behnke, G. D., Zabaloy, M. C., Riggins, C. W., Rodríguez-Zas, S., Huang, L. & Villamil, M. B., Jun 10 2020, In : Science of the Total Environment. 720, 137514.

Research output: Contribution to journalArticle

Open Access

Adaptive risk bounds in univariate total variation denoising and trend filtering

Guntuboyina, A., Lieu, D., Chatterjee, S. & Sen, B., Jan 1 2020, In : Annals of Statistics. 48, 1, p. 205-229 25 p.

Research output: Contribution to journalArticle

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., Mar 1 2020, In : Psychometrika. 85, 1, p. 121-153 33 p.

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

Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer

Miao, R., Badger, T. C., Groesch, K., Diaz-Sylvester, P. L., Wilson, T., Ghareeb, A., Martin, J. A., Cregger, M., Welge, M., Bushell, C., Auvil, L., Zhu, R., Brard, L. & Braundmeier-Fleming, A., Jan 1 2020, In : PloS one. 15, 1, e0227707.

Research output: Contribution to journalArticle

Open Access

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

Axiomatic thinking for information retrieval: introduction to special issue

Amigó, E., Fang, H., Mizzaro, S. & Zhai, C., Jun 1 2020, In : Information Retrieval Journal. 23, 3, p. 187-190 4 p.

Research output: Contribution to journalEditorial

Open Access
Open Access

Collective development of large scale data science products via modularized assignments: An experience report

Bhavya, Boughoula, A., Green, A. & Zhai, C. X., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 1200-1206 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

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

Open Access

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

CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums

Morales, A., Narang, K., Sundaram, H. & Zhai, C., Jan 1 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 592-605 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI).

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

Open Access

Data Collection for Migrant Live-In Domestic Workers: A Three-Stage Cluster Sampling Method

Chung, R. Y. N., Liao, T. F. & Fong, E., Jan 1 2020, (Accepted/In press) In : American Behavioral Scientist.

Research output: Contribution to journalArticle

Data-Driven Voltage Regulation in Radial Power Distribution Systems

Xu, H., Dominguez-Garcia, A. D., Veeravalli, V. V. & Sauer, P. W., May 2020, In : IEEE Transactions on Power Systems. 35, 3, p. 2133-2143 11 p., 8873667.

Research output: Contribution to journalArticle

Duality in balance optimization subset selection

Kwon, H. Y., Sauppe, J. J. & Jacobson, S. H., Jun 1 2020, In : Annals of Operations Research. 289, 2, p. 277-289 13 p.

Research output: Contribution to journalArticle

Editorial Statement

Culpepper, S. A., Feb 1 2020, In : Journal of Educational and Behavioral Statistics. 45, 1, p. 3-4 2 p.

Research output: Contribution to journalEditorial

Open Access

Estimating the size of a hidden finite set: Large-sample behavior of estimators

Cheng, S., Eck, D. J. & Crawford, F. W., Jan 1 2020, In : Statistics Surveys. 14, p. 1-31 31 p.

Research output: Contribution to journalArticle

Open Access

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

Filipino and Indonesian Migrant Domestic Workers in Hong Kong: Their Life Courses in Migration

Liao, T. F. & Gan, R. Y., Jan 1 2020, (Accepted/In press) In : American Behavioral Scientist.

Research output: Contribution to journalArticle

Genetic analysis of the transition from wild to domesticated cotton (Gossypium hirsutum L.)

Grover, C. E., Yoo, M. J., Lin, M., Murphy, M. D., Harker, D. B., Byers, R. L., Lipka, A. E., Hu, G., Yuan, D., Conover, J. L., Udall, J. A., Paterson, A. H., Gore, M. A. & Wendel, J. F., Feb 1 2020, In : G3: Genes, Genomes, Genetics. 10, 2, p. 731-754 24 p.

Research output: Contribution to journalArticle

Open Access

Gradient estimates for the fundamental solution of Lévy type operator

Liu, W., Song, R. & Xie, L., Jan 1 2020, In : Advances in Nonlinear Analysis. 9, 1, p. 1453-1462 10 p.

Research output: Contribution to journalArticle

Open Access

How fast does the SARS-Cov-2 virus really mutate in heterogeneous populations?

Rana, V., Chien, E., Peng, J. & Milenkovic, O., Apr 27 2020, (In preparation) Cold Spring Harbor Laboratory Press, (medRxiv).

Research output: Working paper

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

Jackknife multiplier bootstrap: finite sample approximations to the U-process supremum with applications

Chen, X. & Kato, K., Apr 1 2020, In : Probability Theory and Related Fields. 176, 3-4, p. 1097-1163 67 p.

Research output: Contribution to journalArticle

Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM

Zehni, M., Donati, L., Soubies, E., Zhao, Z. & Unser, M., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 6151-6163 13 p., 9052446.

Research output: Contribution to journalArticle

Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform

Blatti, C., Emad, A., Berry, M. J., Gatzke, L., Epstein, M., Lanier, D., Rizal, P., Ge, J., Liao, X., Sobh, O., Lambert, M., Post, C. S., Xiao, J., Groves, P., Epstein, A. T., Chen, X., Srinivasan, S., Lehnert, E., Kalari, K. R., Wang, L. & 8 others, Weinshilboum, R. M., Song, J. S., Jongeneel, C. V., Han, J., Ravaioli, U., Sobh, N., Bushell, C. B. & Sinha, S., Jan 1 2020, In : PLoS biology. 18, 1, e3000583.

Research output: Contribution to journalArticle

Open Access

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

Look-ahead content balancing method in variable-length computerized classification testing

Li, X., Zhang, J. & Chang, H. H., Feb 1 2020, In : British Journal of Mathematical and Statistical Psychology. 73, 1, p. 88-108 21 p.

Research output: Contribution to journalArticle

Maps in People's Heads: Assessing a New Measure of Context

Wong, C., Bowers, J., Rubenson, D., Fredrickson, M. & Rundlett, A., Jan 1 2020, In : Political Science Research and Methods. 8, 1, p. 160-168 9 p.

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

Non-parametric correction of estimated gene trees using TRACTION

Christensen, S., Molloy, E. K., Vachaspati, P., Yammanuru, A. & Warnow, T., Jan 4 2020, In : Algorithms for Molecular Biology. 15, 1, 1.

Research output: Contribution to journalArticle

Open Access

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

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

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

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., 2020, (In preparation) 22 p. (arXiv).

Research output: Working paper

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 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

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

Steerable ePCA: Rotationally Invariant Exponential Family PCA

Zhao, Z., Liu, L. T. & Singer, A., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 6069-6081 13 p., 9078828.

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

Research output: Contribution to journalArticle