Research Output

Filter
Article
2020

Analyzing Markov chain Monte Carlo output

Vats, D., Robertson, N., Flegal, J. M. & Jones, G. L., Jan 1 2020, (Accepted/In press) In : Wiley Interdisciplinary Reviews: Computational Statistics. e1501.

Research output: Contribution to journalArticle

1 Scopus citations

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

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

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

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 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

4 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

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

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

2 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
11 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

1 Scopus citations

Convergence complexity analysis of albert and chib's algorithm for Bayesian probit regression

Qin, Q. & Hobert, J. P., Jan 1 2019, In : Annals of Statistics. 47, 4, p. 2320-2347 28 p.

Research output: Contribution to journalArticle

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

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

1 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

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

Estimating the spectral gap of a trace-class Markov operator

Qin, Q., Hobert, J. P. & Khare, K., Jan 1 2019, In : Electronic Journal of Statistics. 13, 1, p. 1790-1822 33 p.

Research output: Contribution to journalArticle

Open Access

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

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

2 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

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., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 827-851 25 p.

Research output: Contribution to journalArticle

1 Scopus citations

Multiclass sparse discriminant analysis

Mai, Q., Yang, Y. & Zou, H., Jan 1 2019, In : Statistica Sinica. 29, 1, p. 97-111 15 p.

Research output: Contribution to journalArticle

7 Scopus citations

Multivariate output analysis for Markov chain Monte Carlo

Vats, D., Flegal, J. M. & Jones, G. L., Jan 1 2019, In : Biometrika. 106, 2, p. 321-337 17 p., asz002.

Research output: Contribution to journalArticle

7 Scopus citations

New Exploratory Tools for Extremal Dependence: χ Networks and Annual Extremal Networks

Huang, W. K., Cooley, D. S., Ebert-Uphoff, I., Chen, C. & Chatterjee, S., Sep 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 3, p. 484-501 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Novel criteria to exclude the surrogate paradox and their optimalities

Yin, Y., Liu, L., Geng, Z. & Luo, P., Jan 1 2019, In : Scandinavian Journal of Statistics.

Research output: Contribution to journalArticle

On assessing binary regression models based on ungrouped data

Lu, C. & Yang, Y., Mar 2019, In : Biometrics. 75, 1, p. 5-12 8 p.

Research output: Contribution to journalArticle

On the forecast combination puzzle

Qian, W., Rolling, C. A., Cheng, G. & Yang, Y., Sep 2019, In : Econometrics. 7, 3, 39.

Research output: Contribution to journalArticle

Open Access

Partial least squares prediction in high-dimensional regression

Cook, R. D. & Forzani, L., Apr 2019, In : Annals of Statistics. 47, 2, p. 884-908 25 p.

Research output: Contribution to journalArticle

3 Scopus citations
2 Scopus citations

Scalable Collaborative Ranking for Personalized Prediction

Dai, B., Shen, X., Wang, J. & Qu, A., Jan 1 2019, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Sequential Hypothesis Test with Online Usage-Constrained Sensor Selection

Li, S., Li, X., Wang, X. & Liu, J., Jul 2019, In : IEEE Transactions on Information Theory. 65, 7, p. 4392-4410 19 p., 8688570.

Research output: Contribution to journalArticle