Research Output

2017
6 Scopus citations

Comparative evaluation of 11 in silico models for the prediction of small molecule mutagenicity: role of steric hindrance and electron-withdrawing groups

Ford, K. A., Ryslik, G., Chan, B. K., Lewin-Koh, S. C., Almeida, D., Stokes, M. & Gomez, S. R., Jan 2 2017, In : Toxicology Mechanisms and Methods. 27, 1, p. 24-35 12 p.

Research output: Contribution to journalArticle

4 Scopus citations

Composite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems

Bartolucci, F., Chiaromonte, F., Don, P. K. & Lindsay, B. G., Apr 3 2017, In : Journal of Computational and Graphical Statistics. 26, 2, p. 388-402 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Conditional Inference Tree for Multiple Gene-Environment Interactions on Myocardial Infarction

Wu, Z., Su, X., Sheng, H., Chen, Y., Gao, X., Bao, L. & Jin, W., Aug 2017, In : Archives of Medical Research. 48, 6, p. 546-552 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

Covariational reasoning among U.S. and South Korean secondary mathematics teachers

Thompson, P. W., Hatfield, N. J., Yoon, H., Joshua, S. & Byerley, C., Dec 2017, In : Journal of Mathematical Behavior. 48, p. 95-111 17 p.

Research output: Contribution to journalArticle

9 Scopus citations

Data-dependent posterior propriety of a Bayesian beta-binomial-logit model

Tak, H. & Morris, C. N., Jun 1 2017, In : Bayesian Analysis. 12, 2, p. 533-555 23 p.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Density estimation in infinite dimensional exponential families

Sriperumbudur, B., Fukumizu, K., Gretton, A., Hyvärinen, A. & Kumar, R., Jul 1 2017, In : Journal of Machine Learning Research. 18

Research output: Contribution to journalArticle

9 Scopus citations

Detection of change in the spatiotemporal mean function

Gromenko, O., Kokoszka, P. & Reimherr, M., Jan 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 1, p. 29-50 22 p.

Research output: Contribution to journalArticle

9 Scopus citations

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

Ye, J., Li, Y., Wu, Z., Wang, J. Z., Li, W. & Li, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1847-1856 10 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

3 Scopus citations

Discovery of causal time intervals

Li, Z., Zheng, G., Agarwal, A., Xue, L. & Lauvaux, T., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 804-812 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

4 Scopus citations

Discussion of ‘a general framework for functional regression modelling’ by Greven and Scheipl

Kokoszka, P. & Reimherr, M., Feb 1 2017, In : Statistical Modelling. 17, 1-2, p. 45-49 5 p.

Research output: Contribution to journalComment/debate

Distance correlation coefficients for Lancaster distributions

Dueck, J., Edelmann, D. & Richards, D., Feb 1 2017, In : Journal of Multivariate Analysis. 154, p. 19-39 21 p.

Research output: Contribution to journalArticle

4 Scopus citations

Do Bumble Bee, Bombus impatiens, Queens Signal their Reproductive and Mating Status to their Workers?

Amsalem, E., Padilla, M., Schreiber, P. M., Altman, N. S., Hefetz, A. & Grozinger, C. M., Jun 1 2017, In : Journal of Chemical Ecology. 43, 6, p. 563-572 10 p.

Research output: Contribution to journalArticle

8 Scopus citations

Dynamic spatio-temporal models for spatial data

Hefley, T. J., Hooten, M. B., Hanks, E. M., Russell, R. E. & Walsh, D. P., May 2017, In : Spatial Statistics. 20, p. 206-220 15 p.

Research output: Contribution to journalArticle

11 Scopus citations

Efficient dimension reduction for multivariate response data

Zhang, Y., Zhu, L. & Ma, Y., Mar 1 2017, In : Journal of Multivariate Analysis. 155, p. 187-199 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Empirical likelihood confidence regions in the single-index model with growing dimensions

Yang, G., Cui, X. & Hou, S., Aug 3 2017, In : Communications in Statistics - Theory and Methods. 46, 15, p. 7562-7579 18 p.

Research output: Contribution to journalArticle

5 Scopus citations

Epigenetic combinatorial patterns predict disease variants

Zhang, Y., May 30 2017, In : Frontiers in Genetics. 8, MAY, 71.

Research output: Contribution to journalArticle

8 Scopus citations

Estimation and inference of error-prone covariate effect in the presence of confounding variables

Liu, J., Ma, Y., Zhu, L. & Carroll, R. J., Jan 1 2017, In : Electronic Journal of Statistics. 11, 1, p. 480-501 22 p.

Research output: Contribution to journalArticle

3 Scopus citations

Estimation of Stratified Mark-Specific Proportional Hazards Models Under Two-Phase Sampling with Application to HIV Vaccine Efficacy Trials

Yang, G., Sun, Y., Qi, L. & Gilbert, P. B., Jun 1 2017, In : Statistics in Biosciences. 9, 1, p. 259-283 25 p.

Research output: Contribution to journalArticle

3 Scopus citations

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Ye, J., Wu, P., Wang, J. Z. & Li, J., May 1 2017, In : IEEE Transactions on Signal Processing. 65, 9, p. 2317-2332 16 p., 7833204.

Research output: Contribution to journalArticle

22 Scopus citations

Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions

Liu, H., Yao, T., Li, R. & Ye, Y., Nov 1 2017, In : Mathematical Programming. 166, 1-2, p. 207-240 34 p.

Research output: Contribution to journalArticle

13 Scopus citations

Frequency coverage properties of a uniform shrinkage prior distribution

Tak, H., Oct 13 2017, In : Journal of Statistical Computation and Simulation. 87, 15, p. 2929-2939 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

Haphazard intentional allocation and rerandomization to improve covariate balance in experiments

Lauretto, M. S., Stern, R. B., Morgan, K. L., Clark, M. H. & Stern, J. M., Jun 9 2017, Bayesian Inference and Maximum Entropy Methods in Science and Engineering: Proceedings of the 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, MaxEnt 2016. Verdoolaege, G. (ed.). American Institute of Physics Inc., 050003. (AIP Conference Proceedings; vol. 1853).

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

1 Scopus citations

HiCRep: assessing the reproducibility of Hi-C data using a stratum-adjusted correlation coefficient

Yang, T., Zhang, F., Yardımci, G. G., Song, F., Hardison, R. C., Noble, W. S., Yue, F. & Li, Q., Nov 2017, In : Genome research. 27, 11, p. 1939-1949 11 p.

Research output: Contribution to journalArticle

50 Scopus citations

High-dimensional adaptive function-on-scalar regression

Fan, Z. & Reimherr, M., Jan 1 2017, In : Econometrics and Statistics. 1, p. 167-183 17 p.

Research output: Contribution to journalArticle

4 Scopus citations

Incorporation of hierarchical structure into estimation and projection package fitting with examples of estimating subnational HIV/AIDS dynamics

Niu, X., Zhang, A., Brown, T., Puckett, R., Mahy, M. & Bao, L., Apr 1 2017, In : AIDS. 31, p. S51-S59

Research output: Contribution to journalArticle

5 Scopus citations

Independent component analysis for tensor-valued data

Virta, J., Li, B., Nordhausen, K. & Oja, H., Nov 2017, In : Journal of Multivariate Analysis. 162, p. 172-192 21 p.

Research output: Contribution to journalArticle

11 Scopus citations

Inequality in treatment benefits: Can we determine if a new treatment benefits the many or the few?

Huang, E. J., Fang, E. X., Hanley, D. F. & Rosenblum, M., Apr 1 2017, In : Biostatistics. 18, 2, p. 308-324 17 p.

Research output: Contribution to journalArticle

7 Scopus citations

Inference for the common mean of several Birnbaum–Saunders populations

Guo, X., Wu, H., Li, G. & Li, Q., Apr 4 2017, In : Journal of Applied Statistics. 44, 5, p. 941-954 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Input Demand under Joint Energy and Output Prices Uncertainties

Alghalith, M., Guo, X., Niu, C. & Wong, W. K., Aug 1 2017, In : Asia-Pacific Journal of Operational Research. 34, 4, 1750018.

Research output: Contribution to journalArticle

3 Scopus citations

Interview with Dennis Pearl

Rossman, A. & Pearl, D., Jan 1 2017, In : Journal of Statistics Education. 25, 1, p. 50-58 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

Kernel mean embedding of distributions: A review and beyond

Muandet, K., Fukumizu, K., Sriperumbudur, B. & Schölkopf, B., Jan 1 2017, In : Foundations and Trends in Machine Learning. 10, 1-2, p. 1-141 141 p.

Research output: Contribution to journalReview article

59 Scopus citations

Linear Model Selection When Covariates Contain Errors

Zhang, X., Wang, H., Ma, Y. & Carroll, R. J., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1553-1561 9 p.

Research output: Contribution to journalArticle

4 Scopus citations

Maximum likelihood estimation for linear Gaussian covariance models

Zwiernik, P., Uhler, C. & Richards, D., Sep 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 4, p. 1269-1292 24 p.

Research output: Contribution to journalArticle

11 Scopus citations

Minimax estimation of kernel mean embeddings

Tolstikhin, I., Sriperumbudur, B. K. & Muandet, K., Jul 1 2017, In : Journal of Machine Learning Research. 18, p. 1-47 47 p.

Research output: Contribution to journalArticle

4 Scopus citations

Mining Massive Amounts of Genomic Data: A Semiparametric Topic Modeling Approach

Fang, E. X., Li, M. D., Jordan, M. I. & Liu, H., Jul 3 2017, In : Journal of the American Statistical Association. 112, 519, p. 921-932 12 p.

Research output: Contribution to journalArticle

2 Scopus citations

Model-free conditional independence feature screening for ultrahigh dimensional data

Wang, L. H., Liu, J. Y., Li, Y. & Li, R. Z., Mar 1 2017, In : Science China Mathematics. 60, 3, p. 551-568 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Modeling Collective Animal Movement Through Interactions in Behavioral States

Russell, J. C., Hanks, E. M., Modlmeier, A. P. & Hughes, D. P., Sep 1 2017, In : Journal of Agricultural, Biological, and Environmental Statistics. 22, 3, p. 313-334 22 p.

Research output: Contribution to journalArticle

8 Scopus citations
7 Scopus citations

Multidecadal Scale Detection Time for Potentially Increasing Atlantic Storm Surges in a Warming Climate

Lee, B. S., Haran, M. & Keller, K., Oct 28 2017, In : Geophysical Research Letters. 44, 20, p. 10,617-10,623

Research output: Contribution to journalArticle

9 Scopus citations

Nearly column-orthogonal designs based on leave-one-out good lattice point sets

Yuan, R., Lin, D. K. J. & Liu, M. Q., Jun 1 2017, In : Journal of Statistical Planning and Inference. 185, p. 29-40 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

Nonlinear sufficient dimension reduction for functional data

Li, B. & Song, J., Jun 2017, In : Annals of Statistics. 45, 3, p. 1059-1095 37 p.

Research output: Contribution to journalArticle

14 Scopus citations

Nonparametric distribution estimation in the presence of familial correlation and censoring

Xu, K., Ma, Y. & Wang, Y., Jan 1 2017, In : Electronic Journal of Statistics. 11, 1, p. 1928-1948 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

Nonpmodelcheck: An R package for nonparametric lack-of-fit testing and variable selection

Zambom, A. Z. & Akritas, M. G., Jan 1 2017, In : Journal of Statistical Software. 77, 1, 10.

Research output: Contribution to journalArticle

1 Scopus citations

Novel metrics to measure coverage in whole exome sequencing datasets reveal local and global non-uniformity

Wang, Q., Shashikant, C. S., Jensen, M., Altman, N. S. & Girirajan, S., Dec 1 2017, In : Scientific reports. 7, 1, 885.

Research output: Contribution to journalArticle

15 Scopus citations

Nrf2 mitigates LRRK2- and α-synuclein-induced neurodegeneration by modulating proteostasis

Skibinski, G., Hwang, V., Ando, D. M., Daub, A., Lee, A. K., Ravisankar, A., Modan, S., Finucane, M. M., Shaby, B. A. & Finkbeiner, S., Jan 31 2017, In : Proceedings of the National Academy of Sciences of the United States of America. 114, 5, p. 1165-1170 6 p.

Research output: Contribution to journalArticle

35 Scopus citations

Obesity as a risk factor for developing functional limitation among older adults: A conditional inference tree analysis

Cheng, F. W., Gao, X., Bao, L., Mitchell, D. C., Wood, C., Sliwinski, M. J., Smiciklas-Wright, H., Still, C. D., Rolston, D. D. K. & Jensen, G. L., Jul 2017, In : Obesity. 25, 7, p. 1263-1269 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

On the identifiability and estimation of generalized linear models with parametric nonignorable missing data mechanism

Cui, X., Guo, J. & Yang, G., Mar 1 2017, In : Computational Statistics and Data Analysis. 107, p. 64-80 17 p.

Research output: Contribution to journalArticle

2 Scopus citations

Pigs, unlike mice, have two distinct colonic stem cell populations similar to humans that respond to high-calorie diet prior to insulin resistance

Charepalli, V., Reddivari, L., Radhakrishnan, S., Eriksson, E., Xiao, X., Kim, S. W., Shen, F., Vijay-Kumar, M., Li, Q., Bhat, V. B., Knight, R. & Vanamala, J. K. P., Aug 1 2017, In : Cancer Prevention Research. 10, 8, p. 442-450 9 p.

Research output: Contribution to journalArticle

4 Scopus citations