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2019

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

Bias in Balance Optimization Subset Selection: Exploration through examples

Kwon, H. Y., Sauppe, J. J. & Jacobson, S. H., Jan 2 2019, In : Journal of the Operational Research Society. 70, 1, p. 67-80 14 p.

Research output: Contribution to journalArticle

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

Calibration of stainless steel-edged V-notch weir stop logs for water level control structures

Christianson, L. E., Christianson, R. D., Lipka, A. E., Bailey, S. B., Chandrasoma, J., McCoy, C., Preza Fontes, G., Roh, J., Sanchez Bustamante Bailon, A. P., Wickramarathne, N. M. & Cooke, R. A., Jan 1 2019, In : Applied Engineering in Agriculture. 35, 5, p. 745-749 5 p.

Research output: Contribution to journalArticle

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

Tu, D., Wang, S., Cai, Y., Douglas, J. & Chang, H. 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

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

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. 18, 1, p. e12502 e12502.

Research output: Contribution to journalArticle

Decadal oscillation in the predictability of Palmer Drought Severity Index in California

Diodato, N., de Guenni, L. B., Garcia, M. & Bellocchi, G., Jan 1 2019, In : Climate. 7, 1, 6.

Research output: Contribution to journalArticle

Open Access

Dependent relevance determination for smooth and structured sparse regression

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

Research output: Contribution to journalArticle

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

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

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

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

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

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

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

Evaluation of genomic selection and marker-assisted selection in Miscanthus and energycane

Olatoye, M. O., Clark, L. V., Wang, J., Yang, X., Yamada, T., Sacks, E. J. & Lipka, A. E., Dec 1 2019, In : Molecular Breeding. 39, 12, 171.

Research output: Contribution to journalArticle

Open Access
Open Access

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

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

Forecasting Different Types of Convective Weather: A Deep Learning Approach

Zhou, K., Zheng, Y., Li, B., Dong, W. & Zhang, X., Oct 1 2019, In : Journal of Meteorological Research. 33, 5, p. 797-809 13 p.

Research output: Contribution to journalArticle

Functional brain changes during mindfulness-based cognitive therapy associated with tinnitus severity

Zimmerman, B., Finnegan, M., Paul, S., Schmidt, S., Tai, Y., Roth, K., Chen, Y. & Husain, F. T., 2019, In : Frontiers in Neuroscience. 13, JUL, 747.

Research output: Contribution to journalArticle

Open Access

Genome-Wide analysis and prediction of resistance to goss’s wilt in maize

Cooper, J. S., Rice, B. R., Shenstone, E. M., Lipka, A. E. & Jamann, T. M., Jun 2019, In : Plant Genome. 12, 2, 180045.

Research output: Contribution to journalArticle

Open Access

Genome-wide association and genomic prediction for biomass yield in a genetically diverse Miscanthus sinensis germplasm panel phenotyped at five locations in Asia and North America

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., Aug 2019, In : GCB Bioenergy. 11, 8, p. 988-1007 20 p.

Research output: Contribution to journalArticle

Open Access

Genomic selection using maize ex-plant variety protection germplasm for the prediction of nitrogen-use traits

Mastrodomenico, A. T., Bohn, M. O., Lipka, A. E. & Below, F. E., Jan 1 2019, In : Crop Science. 59, 1, p. 212-220 9 p.

Research output: Contribution to journalArticle

Healthy Planet, Healthy Youth: A Food Systems Education and Promotion Intervention to Improve Adolescent Diet Quality and Reduce Food Waste

Prescott, M. P., Burg, X., Metcalfe, J. J., Lipka, A. E., Herritt, C. & Cunningham-sabo, L., Aug 11 2019, In : Nutrients. 11, 8, 1869.

Research output: Contribution to journalArticle

Open Access

Heat kernel estimates for dirichlet fractional laplacian with gradient perturbation

Chen, P., Song, R., Xie, L. & Xie, Y., Jan 1 2019, In : Journal of the Korean Mathematical Society. 56, 1, p. 91-111 21 p.

Research output: Contribution to journalArticle

Heteroskedasticity-consistent covariance matrix estimators for spatial autoregressive models

Taşpınar, S., Doğan, O. & Bera, A. K., Apr 3 2019, In : Spatial Economic Analysis. 14, 2, p. 241-268 28 p.

Research output: Contribution to journalArticle

High-Stakes Testing Case Study: A Latent Variable Approach for Assessing Measurement and Prediction Invariance

Culpepper, S. A., Aguinis, H., Kern, J. L. & Millsap, R., Mar 15 2019, In : Psychometrika. 84, 1, p. 285-309 25 p.

Research output: Contribution to journalArticle

Human cognition involves the dynamic integration of neural activity and neuromodulatory systems

Shine, J. M., Breakspear, M., Bell, P. T., Ehgoetz Martens, K., Shine, R., Koyejo, O., Sporns, O. & Poldrack, R. A., Feb 1 2019, In : Nature Neuroscience. 22, 2, p. 289-296 8 p.

Research output: Contribution to journalArticle

Open Access

Individual Components of Three Inequality Measures for Analyzing Shapes of Inequality

Liao, T. F., Jan 1 2019, (Accepted/In press) In : Sociological Methods and Research.

Research output: Contribution to journalArticle

In Search of Zora/When Metadata Isn’t Enough: Rescuing the Experiences of Black Women Through Statistical Modeling

Brown, N. M., Mendenhall, R., Black, M., Moer, M. V., Flynn, K., McKee, M., Zerai, A., Lourentzou, I. & Zhai, C. X., Oct 8 2019, In : Journal of Library Metadata. 19, 3-4, p. 141-162 22 p.

Research output: Contribution to journalArticle

Isotonic regression in general dimensions

Han, Q., Wang, T., Chatterjee, S. & Samworth, R. J., 2019, In : Annals of Statistics. 47, 5, p. 2440-2471 32 p.

Research output: Contribution to journalArticle

Jersey steer ruminal papillae histology and nutrigenomics with diet changes

Novak, T. E., Rodriguez-Zas, S. L., Southey, B. R., Starkey, J. D., Stockler, R. M., Alfaro, G. F. & Moisá, S. J., Nov 1 2019, In : Journal of Animal Physiology and Animal Nutrition. 103, 6, p. 1694-1707 14 p.

Research output: Contribution to journalArticle

Open Access

Knowledge, attitudes, and perceived barriers towards genetic testing across three rural Illinois communities

Fogleman, A. J., Zahnd, W. E., Lipka, A. E., Malhi, R. S., Ganai, S., Delfino, K. R. & Jenkins, W. D., Jul 4 2019, In : Journal of Community Genetics. 10, 3, p. 417-423 7 p.

Research output: Contribution to journalArticle

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection

Bu, Y., Zou, S. & Veeravalli, V. V., Apr 15 2019, In : IEEE Transactions on Signal Processing. 67, 8, p. 2115-2128 14 p., 8651359.

Research output: Contribution to journalArticle

L log L criterion for a class of multitype superdiffusions with non-local branching mechanisms

Chen, Z. Q., Ren, Y. X. & Song, R., Aug 1 2019, In : Science China Mathematics. 62, 8, p. 1439-1462 24 p.

Research output: Contribution to journalArticle

Local and global determinants of office rents in Istanbul: The mixed geographically weighted regression approach

Bera, A. K. & Kangalli Uyar, S. G., Aug 8 2019, In : Journal of European Real Estate Research. 12, 2, p. 227-249 23 p.

Research output: Contribution to journalArticle

Local genomic features predict the distinct and overlapping binding patterns of the bHLH-Zip family oncoproteins MITF and MYC-MAX

Hejna, M., Moon, W. M., Cheng, J., Kawakami, A., Fisher, D. E. & Song, J. S., Jul 2019, In : Pigment Cell and Melanoma Research. 32, 4, p. 500-509 10 p.

Research output: Contribution to journalArticle

Long-Branch Attraction in Species Tree Estimation: Inconsistency of Partitioned Likelihood and Topology-Based Summary Methods

Roch, S., Nute, M. & Warnow, T., Mar 1 2019, In : Systematic biology. 68, 2, p. 281-297 17 p.

Research output: Contribution to journalArticle

Long-term N fertilization decreased diversity and altered the composition of soil bacterial and archaeal communities

Sun, R., Zhang, P., Riggins, C. W., Zabaloy, M. C., Rodríguez-Zas, S. & Villamil, M. B., Sep 23 2019, In : Agronomy. 9, 10, 574.

Research output: Contribution to journalArticle

Open Access