Research Output

2019

Covariate Information Matrix for Sufficient Dimension Reduction

Yao, W., Nandy, D., Lindsay, B. G. & Chiaromonte, F., Oct 2 2019, In : Journal of the American Statistical Association. 114, 528, p. 1752-1764 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Dependence Properties of B-Spline Copulas

Dou, X., Kuriki, S., Lin, G. D. & Richards, D., Jan 1 2019, (Accepted/In press) In : Sankhya A.

Research output: Contribution to journalArticle

Design of order-of-addition experiments

Peng, J., Mukerjee, R. & Lin, D. K. J., Sep 1 2019, In : Biometrika. 106, 3, p. 683-694 12 p.

Research output: Contribution to journalArticle

1 Scopus citations

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J. Z., Jun 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.

Research output: Contribution to journalArticle

Developing Interactive Educational Songs for Introductory Statistics

Lesser, L. M., Pearl, D. K., Weber, J. J., Dousa, D. M., Carey, R. P. & Haddad, S. A., Sep 2 2019, In : Journal of Statistics Education. 27, 3, p. 238-252 15 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Direct prediction of regulatory elements from partial data without imputation

Zhang, Y. & Mahony, S., 2019, In : PLoS computational biology. 15, 11, e1007399.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Dominated and pointwise ergodic theorems with “weighted” averages for bounded Lamperti representations of amenable groups

Tempelman, A. & Shulman, A., Jun 1 2019, In : Journal of Mathematical Analysis and Applications. 474, 1, p. 23-58 36 p.

Research output: Contribution to journalArticle

Estimation and prediction for a mechanistic model of measles transmission using particle filtering and maximum likelihood estimation

Eilertson, K. E., Fricks, J. & Ferrari, M. J., Jan 1 2019, In : Statistics in Medicine. 38, 21, p. 4146-4158 13 p.

Research output: Contribution to journalArticle

Open Access

Evidence for sharp increase in the economic damages of extreme natural disasters

Coronese, M., Lamperti, F., Keller, K., Chiaromonte, F. & Roventini, A., Oct 22 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 43, p. 21450-21455 6 p.

Research output: Contribution to journalArticle

Open Access
6 Scopus citations

Extreme Value-Based Methods for Modeling Elk Yearly Movements

Wijeyakulasuriya, D. A., Hanks, E. M., Shaby, B. A. & Cross, P. C., Mar 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 1, p. 73-91 19 p.

Research output: Contribution to journalArticle

1 Scopus citations

Farinelli and Tibiletti ratio and stochastic dominance

Guo, X., Niu, C. & Wong, W. K., Sep 1 2019, In : Risk Management. 21, 3, p. 201-213 13 p.

Research output: Contribution to journalArticle

5 Scopus citations

Feature screening in ultrahigh-dimensional varying-coefficient Cox model

Yang, G., Zhang, L., Li, R. & Huang, Y., May 2019, In : Journal of Multivariate Analysis. 171, p. 284-297 14 p.

Research output: Contribution to journalArticle

Formal privacy for functional data with Gaussian perturbations

Mirshani, A., Reimherr, M. & Slavkovic, A., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 8082-8091 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Functional data analysis for computational biology

Cremona, M. A., Xu, H., Makova, K. D., Reimherr, M., Chiaromonte, F. & Madrigal, P., Sep 1 2019, In : Bioinformatics. 35, 17, p. 3211-3213 3 p.

Research output: Contribution to journalArticle

1 Scopus citations

High Satellite Repeat Turnover in Great Apes Studied with Short- And Long-Read Technologies

Cechova, M., Harris, R. S., Tomaszkiewicz, M., Arbeithuber, B., Chiaromonte, F. & Makova, K. D., Nov 1 2019, In : Molecular biology and evolution. 36, 11, p. 2415-2431 17 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Homogeneity tests of covariance matrices with high-dimensional longitudinal data

Zhong, P. S., Li, R. & Santo, S., Sep 1 2019, In : Biometrika. 106, 3, p. 619-634 16 p.

Research output: Contribution to journalArticle

Hypothesis testing on linear structures of high-dimensional covariance matrix

Zheng, S., Chen, Z., Cui, H. & Li, R., Jan 1 2019, In : Annals of Statistics. 47, 6, p. 3300-3334 35 p.

Research output: Contribution to journalArticle

Identifying and characterizing extrapolation in multivariate response data

Bartley, M. L., Hanks, E. M., Schliep, E. M., Soranno, P. A. & Wagner, T., Jan 1 2019, In : PloS one. 14, 12, e0225715.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Integral transform methods in goodness-of-fit testing, I: the gamma distributions

Hadjicosta, E. & Richards, D., Jan 1 2019, (Accepted/In press) In : Metrika.

Research output: Contribution to journalArticle

Integral transform methods in goodness-of-fit testing, II: the Wishart distributions

Hadjicosta, E. & Richards, D., Jan 1 2019, (Accepted/In press) In : Annals of the Institute of Statistical Mathematics.

Research output: Contribution to journalArticle

Interval-valued data prediction via regularized artificial neural network

Yang, Z., Lin, D. K. J. & Zhang, A., Feb 28 2019, In : Neurocomputing. 331, p. 336-345 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

Joint mean and covariance modeling of multiple health outcome measures

Niu, X. & Hoff, P. D., Jan 1 2019, In : Annals of Applied Statistics. 13, 1, p. 321-339 19 p.

Research output: Contribution to journalArticle

1 Scopus citations

Letter to the editor

Guo, X., Gao, Y., Niu, C. & Zhang, S., Apr 1 2019, In : Biostatistics. 20, 2, p. 358-362 5 p.

Research output: Contribution to journalLetter

Linear hypothesis testing for high dimensional generalized linear models

Shi, C., Song, R., Chen, Z. & Li, R., Jan 1 2019, In : Annals of Statistics. 47, 5, p. 2671-2703 33 p.

Research output: Contribution to journalArticle

1 Scopus citations

Loading monotonicity of weighted premiums, and total positivity properties of weight functions

Richards, D. & Uhler, C., Jul 1 2019, In : Journal of Mathematical Analysis and Applications. 475, 1, p. 532-553 22 p.

Research output: Contribution to journalArticle

Locally efficient semiparametric estimators for a class of Poisson models with measurement error

Liu, J. & Ma, Y., Jun 2019, In : Canadian Journal of Statistics. 47, 2, p. 157-181 25 p.

Research output: Contribution to journalArticle

1 Scopus citations

Long-Term Implications of the Revenue Transfer Methodology in the Affordable Care Act

Muzumdar, I. & Richards, D., Oct 2 2019, In : North American Actuarial Journal. 23, 4, p. 591-597 7 p.

Research output: Contribution to journalArticle

MALMEM: model averaging in linear measurement error models

Zhang, X., Ma, Y. & Carroll, R. J., Jan 1 2019, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 81, 4, p. 763-779 17 p.

Research output: Contribution to journalArticle

Markov models — hidden Markov models

Grewal, J. K., Krzywinski, M. & Altman, N., Sep 1 2019, In : Nature methods. 16, 9, p. 795-796 2 p.

Research output: Contribution to journalArticle

2 Scopus citations

Markov models—Markov chains

Grewal, J. K., Krzywinski, M. & Altman, N., Aug 1 2019, In : Nature methods. 16, 8, p. 663-664 2 p.

Research output: Contribution to journalComment/debate

1 Scopus citations

Mean–variance, mean–VaR, and mean–CVaR models for portfolio selection with background risk

Guo, X., Chan, R. H., Wong, W. K. & Zhu, L., Jun 1 2019, In : Risk Management. 21, 2, p. 73-98 26 p.

Research output: Contribution to journalArticle

7 Scopus citations

Measuring the reproducibility and quality of Hi-C data

Yardımcı, G. G., Ozadam, H., Sauria, M. E. G., Ursu, O., Yan, K. K., Yang, T., Chakraborty, A., Kaul, A., Lajoie, B. R., Song, F., Zhan, Y., Ay, F., Gerstein, M., Kundaje, A., Li, Q., Taylor, J., Yue, F., Dekker, J. & Noble, W. S., Mar 19 2019, In : Genome biology. 20, 1, 57.

Research output: Contribution to journalArticle

11 Scopus citations

Misspecified nonconvex statistical optimization for sparse phase retrieval

Yang, Z., Yang, L. F., Fang, E. X., Zhao, T., Wang, Z. & Neykov, M., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 545-571 27 p.

Research output: Contribution to journalArticle

3 Scopus citations

Model-Based Clustering of Nonparametric Weighted Networks With Application to Water Pollution Analysis

Agarwal, A. & Xue, L., Jan 1 2019, In : Technometrics.

Research output: Contribution to journalArticle

1 Scopus citations

Model checking for general linear regression with nonignorable missing response

Guo, X., Song, L., Fang, Y. & Zhu, L., Oct 2019, In : Computational Statistics and Data Analysis. 138, p. 1-12 12 p.

Research output: Contribution to journalArticle

2 Scopus citations

Modeling the climate change effects on storm surge with metamodels

Contento, A., Xu, H., Gardoni, P. & Guerrier, S., 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press/Balkema, p. 1719-1726 8 p. (Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018).

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

Modern phylogenomics: Building phylogenetic trees using the multispecies coalescent model

Liu, L., Anderson, C., Pearl, D. & Edwards, S. V., Jan 1 2019, Methods in Molecular Biology. Humana Press Inc., p. 211-239 29 p. (Methods in Molecular Biology; vol. 1910).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access

Multilevel stochastic gradient methods for nested composition optimization

Yang, S., Wang, M. & Fang, E. X., Jan 1 2019, In : SIAM Journal on Optimization. 29, 1, p. 616-659 44 p.

Research output: Contribution to journalArticle

2 Scopus citations

Multiple quantile modeling via reduced-rank regression

Lian, H., Zhao, W. & Ma, Y., Jan 1 2019, In : Statistica Sinica. 29, 3, p. 1439-1464 26 p.

Research output: Contribution to journalArticle

Near-Balanced Incomplete Block Designs, With an Application to Poster Competitions

Niu, X. & Rosenberger, J. L., Apr 3 2019, In : American Statistician. 73, 2, p. 159-164 6 p.

Research output: Contribution to journalArticle

OnTAD: Hierarchical domain structure reveals the divergence of activity among TADs and boundaries

An, L., Yang, T., Yang, J., Nuebler, J., Xiang, G., Hardison, R. C., Li, Q. & Zhang, Y., Dec 18 2019, In : Genome biology. 20, 1, 282.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Optical spectroscopy study of Ca3(Ru0.91Mn0.09)2O7 single crystal in high magnetic fields

Xu, X., Peng, J., Zhang, J., Ma, Z., Chen, C., Han, J., Liu, B., Lin, L., Wu, X., Mao, Z., Qu, Z. & Sheng, Z., 2019, In : Science Bulletin. 64, 1, p. 20-25 6 p.

Research output: Contribution to journalArticle

Optimal transport, mean partition, and uncertainty assessment in cluster analysis

Li, J., Seo, B. & Lin, L., Oct 1 2019, In : Statistical Analysis and Data Mining. 12, 5, p. 359-377 19 p.

Research output: Contribution to journalArticle

Order-of-addition experiments: A review and some new thoughts

Lin, D. K. J. & Peng, J., Jan 2 2019, In : Quality Engineering. 31, 1, p. 49-59 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

Portal nodes screening for large scale social networks

Zhu, X., Chang, X., Li, R. & Wang, H., Apr 2019, In : Journal of Econometrics. 209, 2, p. 145-157 13 p.

Research output: Contribution to journalArticle

Predicting fatality rates due to earthquakes accounting for community vulnerability

Wang, Y., Gardoni, P., Murphy, C. & Guerrier, S., May 2019, In : Earthquake Spectra. 35, 2, p. 513-536 24 p.

Research output: Contribution to journalArticle

2 Scopus citations

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

Ye, J., Li, J., Newman, M. G., Adams, R. B. & Wang, J. Z., Jan 1 2019, In : IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.

Research output: Contribution to journalArticle

3 Scopus citations

Quantifying spatio-temporal variation of invasion spread

Goldstein, J., Park, J., Haran, M., Liebhold, A. & Bjørnstad, O. N., Jan 16 2019, In : Proceedings of the Royal Society B: Biological Sciences. 286, 1894, 2294.

Research output: Contribution to journalArticle

Quantile regression

Das, K., Krzywinski, M. & Altman, N., Jun 1 2019, In : Nature methods. 16, 6, p. 451-452 2 p.

Research output: Contribution to journalComment/debate

1 Scopus citations