Research Output

2020

Analyzing Markov chain Monte Carlo output

Vats, D., Robertson, N., Flegal, J. M. & Jones, G. L., Jul 1 2020, In : Wiley Interdisciplinary Reviews: Computational Statistics. 12, 4, e1501.

Research output: Contribution to journalReview article

1 Scopus citations

Deep clustering of compressed variational embeddings

Wu, S., Diao, E., Ding, J. & Tarokh, V., Mar 2020, Proceedings - DCC 2020: Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 9105763. (Data Compression Conference Proceedings; vol. 2020-March).

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

Detecting new signals under background mismodeling

Algeri, S., Jan 7 2020, In : Physical Review D. 101, 1, 015003.

Research output: Contribution to journalArticle

1 Scopus citations

DRASIC: Distributed recurrent autoencoder for scalable image compression

Diao, E., Ding, J. & Tarokh, V., Mar 2020, Proceedings - DCC 2020: Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-12 10 p. 9105700. (Data Compression Conference Proceedings; vol. 2020-March).

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

Eigenvalues of large chiral non-Hermitian random matrices

Chang, S., Jiang, T. & Qi, Y., Jan 1 2020, In : Journal of Mathematical Physics. 61, 1, 013508.

Research output: Contribution to journalArticle

Open Access

Envelope methods

Cook, R. D., Mar 1 2020, In : Wiley Interdisciplinary Reviews: Computational Statistics. 12, 2, e1484.

Research output: Contribution to journalArticle

Ground-based optical canopy sensing technologies for corn–nitrogen management in the Upper Midwest

Paiao, G. D., Fernández, F. F., Spackman, J. A., Kaiser, D. E. & Weisberg, S., Jul 1 2020, In : Agronomy Journal. 112, 4, p. 2998-3011 14 p.

Research output: Contribution to journalArticle

High-dimensional variable selection with right-censored length-biased data

He, D., Zhou, Y. & Zou, H., Jan 2020, In : Statistica Sinica. 30, 1, p. 193-215 23 p.

Research output: Contribution to journalArticle

Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments

Glaws, A., Constantine, P. G. & Cook, R. D., Mar 1 2020, In : Statistics and Computing. 30, 2, p. 237-253 17 p.

Research output: Contribution to journalArticle

1 Scopus citations

Multivariate Design of Experiments for Engineering Dimensional Analysis

Eck, D. J., Cook, R. D., Nachtsheim, C. J. & Albrecht, T. A., Jan 2 2020, In : Technometrics. 62, 1, p. 6-20 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

On High-Dimensional Constrained Maximum Likelihood Inference

Zhu, Y., Shen, X. & Pan, W., Jan 2 2020, In : Journal of the American Statistical Association. 115, 529, p. 217-230 14 p.

Research output: Contribution to journalArticle

Physics-guided probabilistic modeling of extreme precipitation under climate change

Kodra, E., Bhatia, U., Chatterjee, S., Chen, S. & Ganguly, A. R., Dec 1 2020, In : Scientific reports. 10, 1, 10299.

Research output: Contribution to journalArticle

Open Access

Semiparametric modeling of time-varying activation and connectivity in task-based fMRI data

Park, J. Y., Polzehl, J., Chatterjee, S., Brechmann, A. & Fiecas, M., Oct 2020, In : Computational Statistics and Data Analysis. 150, 107006.

Research output: Contribution to journalArticle

Testing One Hypothesis Multiple Times: The Multidimensional Case

Algeri, S. & van Dyk, D. A., Apr 2 2020, In : Journal of Computational and Graphical Statistics. 29, 2, p. 358-371 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

The maximum separation subspace in sufficient dimension reduction with categorical response

Zhang, X., Mai, Q. & Zou, H., Jan 1 2020, In : Journal of Machine Learning Research. 21

Research output: Contribution to journalArticle

The rate of bone loss slows after 1–2 years of initial antiretroviral therapy: final results of the Strategic Timing of Antiretroviral Therapy (START) bone mineral density substudy

the International Network for Strategic Initiatives in Global HIV Trials START bone mineral density substudy group, Jan 1 2020, In : HIV Medicine. 21, 1, p. 64-70 7 p.

Research output: Contribution to journalArticle

1 Scopus citations
2019

A generalized Hardy-Ramanujan formula for the number of restricted integer partitions

Jiang, T. & Wang, K., Aug 2019, In : Journal of Number Theory. 201, p. 322-353 32 p.

Research output: Contribution to journalArticle

Aggregated expectile regression by exponential weighting

Gu, Y. & Zou, H., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 671-692 22 p.

Research output: Contribution to journalArticle

A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification

Wang, B. & Zou, H., Jul 3 2019, In : Technometrics. 61, 3, p. 396-408 13 p.

Research output: Contribution to journalArticle

A Note on Cross-Validation for Lasso Under Measurement Errors

Datta, A. & Zou, H., Jan 1 2019, (Accepted/In press) In : Technometrics.

Research output: Contribution to journalComment/debate

A Penalized Likelihood Method for Classification With Matrix-Valued Predictors

Molstad, A. J. & Rothman, A. J., Jan 2 2019, In : Journal of Computational and Graphical Statistics. 28, 1, p. 11-22 12 p.

Research output: Contribution to journalArticle

1 Scopus citations
1 Scopus citations

A reinforcement learning approach to personalized learning recommendation systems

Tang, X., Chen, Y., Li, X., Liu, J. & Ying, Z., Feb 1 2019, In : British Journal of Mathematical and Statistical Psychology. 72, 1, p. 108-135 28 p.

Research output: Contribution to journalArticle

3 Scopus citations

A resampling approach to estimation of the linking variance in the Fay–Herriot model

Chatterjee, S., Jul 3 2019, In : Statistical Theory and Related Fields. 3, 2, p. 170-177 8 p.

Research output: Contribution to journalArticle

A simple convolutional neural network for prediction of enhancer-promoter interactions with DNA sequence data

Zhuang, Z., Shen, X. & Pan, W., Sep 1 2019, In : Bioinformatics. 35, 17, p. 2899-2906 8 p.

Research output: Contribution to journalArticle

6 Scopus citations

Asymptotically Optimal Prediction for Time-Varying Data Generating Processes

Ding, J., Zhou, J. & Tarokh, V., May 2019, In : IEEE Transactions on Information Theory. 65, 5, p. 3034-3067 34 p., 8543249.

Research output: Contribution to journalArticle

1 Scopus citations

Automatic Response Category Combination in Multinomial Logistic Regression

Price, B. S., Geyer, C. J. & Rothman, A. J., Jul 3 2019, In : Journal of Computational and Graphical Statistics. 28, 3, p. 758-766 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

Bayesian high-dimensional regression for change point analysis

Datta, A., Zou, H. & Banerjee, S., Jan 1 2019, In : Statistics and its Interface. 12, 2, p. 253-264 12 p.

Research output: Contribution to journalArticle

Open Access
Open Access
1 Scopus citations

Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency

Shao, S., Jacob, P. E., Ding, J. & Tarokh, V., Oct 2 2019, In : Journal of the American Statistical Association. 114, 528, p. 1826-1837 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

Classification with high dimensional features

Zou, H., Jan 1 2019, In : Wiley Interdisciplinary Reviews: Computational Statistics. 11, 1, e1453.

Research output: Contribution to journalReview article

Open Access
1 Scopus citations

Climate change has likely already affected global food production

Ray, D., West, P. C., Clark, M., Gerber, J. S., Prishchepov, A. V. & Chatterjee, S. B., May 2019, In : PloS one. 14, 5, e0217148.

Research output: Contribution to journalArticle

Open Access
31 Scopus citations

COMBINING ESTIMATES of CONDITIONAL TREATMENT EFFECTS

Rolling, C. A., Yang, Y. & Velez, D., Dec 1 2019, In : Econometric Theory. 35, 6, p. 1089-1110 22 p.

Research output: Contribution to journalArticle

Concave regression: value-constrained estimation and likelihood ratio-based inference

Doss, C. R., Mar 1 2019, In : Mathematical Programming. 174, 1-2, p. 5-39 35 p.

Research output: Contribution to journalArticle

1 Scopus citations

Constrained likelihood for reconstructing a directed acyclic Gaussian graph

Yuan, Y., Shen, X., Pan, W. & Wang, Z., Mar 1 2019, In : Biometrika. 106, 1, p. 109-125 17 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Determinant of sample correlation matrix with application

Jiang, T., Jan 1 2019, In : Annals of Applied Probability. 29, 3, p. 1356-1397 42 p.

Research output: Contribution to journalArticle

2 Scopus citations

Distances between random orthogonal matrices and independent normals

Jiang, T. & Ma, Y., Aug 1 2019, In : Transactions of the American Mathematical Society. 372, 3, p. 1509-1553 45 p.

Research output: Contribution to journalArticle

2 Scopus citations

Doubly robust estimation in observational studies with partial interference

Liu, L., Hudgens, M. G., Saul, B., Clemens, J. D., Ali, M. & Emch, M. E., Jan 1 2019, In : Stat. 8, 1, e214.

Research output: Contribution to journalArticle

Open Access

Empirical Distributions of Eigenvalues of Product Ensembles

Jiang, T. & Qi, Y., Mar 15 2019, In : Journal of Theoretical Probability. 32, 1, p. 353-394 42 p.

Research output: Contribution to journalArticle

2 Scopus citations

Estimation of the evolutionary spectra with application to stationarity test

Xiang, Y., Ding, J. & Tarokh, V., Mar 1 2019, In : IEEE Transactions on Signal Processing. 67, 5, p. 1353-1365 13 p., 8598905.

Research output: Contribution to journalArticle

1 Scopus citations

Inference for the mode of a log-concave density

Doss, C. R. & Wellner, J. A., Jan 1 2019, In : Annals of Statistics. 47, 5, p. 2950-2976 27 p.

Research output: Contribution to journalArticle

3 Scopus citations

Interim monitoring in a treatment strategy trial with a composite primary endpoint

Kang, M., Grund, B., Hunsberger, S., Glidden, D. & Volberding, P., Nov 2019, In : Contemporary Clinical Trials. 86, 105846.

Research output: Contribution to journalArticle

Joint Maximum Likelihood Estimation for High-Dimensional Exploratory Item Factor Analysis

Chen, Y., Li, X. & Zhang, S., Mar 15 2019, In : Psychometrika. 84, 1, p. 124-146 23 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Largest entries of sample correlation matrices from equi-correlated normal populations

Fan, J. & Jiang, T., Sep 1 2019, In : Annals of Probability. 47, 5, p. 3321-3374 54 p.

Research output: Contribution to journalArticle

1 Scopus citations

Likelihood Ratio Tests for a Large Directed Acyclic Graph

Li, C., Shen, X. & Pan, W., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Limiting Behavior of Largest Entry of Random Tensor Constructed by High-Dimensional Data

Jiang, T. & Xie, J., Jan 1 2019, (Accepted/In press) In : Journal of Theoretical Probability.

Research output: Contribution to journalArticle

Minimax-rate adaptive nonparametric regression with unknown correlations of errors

Yang, G. & Yang, Y., Feb 1 2019, In : Science China Mathematics. 62, 2, p. 227-244 18 p.

Research output: Contribution to journalArticle

Model selection confidence sets by likelihood ratio testing

Zheng, C., Ferrari, D. & Yang, Y., 2019, In : Statistica Sinica. 29, 2, p. 827-851 25 p.

Research output: Contribution to journalArticle

1 Scopus citations