Research Output

2016

Discussion on Maximum Likelihood-Based Methods for Inertial Sensor Calibration

Guerrier, S., Molinari, R. & Balamuta, J., Jul 15 2016, In : IEEE Sensors Journal. 16, 14, p. 5522-5523 2 p., 7466804.

Research output: Contribution to journalArticle

1 Scopus citations

Distance-based mixture modeling for classification via hypothetical local mapping

Qiao, M. & Li, J., Feb 1 2016, In : Statistical Analysis and Data Mining. 9, 1, p. 43-57 15 p.

Research output: Contribution to journalArticle

2 Scopus citations

Dynamic Models of Animal Movement with Spatial Point Process Interactions

Russell, J. C., Hanks, E. M. & Haran, M., Mar 1 2016, In : Journal of Agricultural, Biological, and Environmental Statistics. 21, 1, p. 22-40 19 p.

Research output: Contribution to journalArticle

12 Scopus citations

Economic production in hospitality and tourism industry: How do we compare to other services?

Sharma, A., Motta, V. E. D., Choi, J. G. & Altman, N. S., Jan 1 2016, In : International Journal of Contemporary Hospitality Management. 28, 5, p. 1026-1050 25 p.

Research output: Contribution to journalArticle

5 Scopus citations

Editorial

Li, R., Oct 2016, In : Annals of Statistics. 44, 5, p. 1817-1820 4 p.

Research output: Contribution to journalReview article

EM algorithms for estimating the Bernstein copula

Dou, X., Kuriki, S., Lin, G. D. & Richards, D., Jan 1 2016, In : Computational Statistics and Data Analysis. 93, p. 228-245 18 p.

Research output: Contribution to journalArticle

8 Scopus citations

Erratum: Analyzing outliers: Influential or nuisance (Nature Methods (2016) 13 (281-282))

Altman, N. S. & Krzywinski, M., Jun 1 2016, In : Nature methods. 13, 6, 1 p.

Research output: Contribution to journalComment/debate

Estimating Variance Components in Functional Linear Models With Applications to Genetic Heritability

Reimherr, M. & Nicolae, D., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 407-422 16 p.

Research output: Contribution to journalArticle

7 Scopus citations

Exact ZF Analysis and Computer-Algebra-Aided Evaluation in Rank-1 LoS Rician Fading

Siriteanu, C., Takemura, A., Koutschan, C., Kuriki, S., Richards, D. S. P. & Shin, H., Aug 2016, In : IEEE Transactions on Wireless Communications. 15, 8, p. 5245-5259 15 p., 7456329.

Research output: Contribution to journalArticle

8 Scopus citations

Examining gender differences in written assessment tasks in biology: A case study of evolutionary explanations

Federer, M. R., Nehm, R. H. & Pearl, D. K., Mar 1 2016, In : CBE Life Sciences Education. 15, 1, p. 2-11 10 p., ar2.

Research output: Contribution to journalArticle

7 Scopus citations

Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data

Chu, W., Li, R. & Reimherr, M., Jun 2016, In : Annals of Applied Statistics. 10, 2, p. 596-617 22 p.

Research output: Contribution to journalArticle

10 Scopus citations

Feature screening in ultrahigh dimensional Cox's model

Yang, G., Yu, Y., Li, R. & Buu, A., Jul 2016, In : Statistica Sinica. 26, 3, p. 881-901 21 p.

Research output: Contribution to journalArticle

11 Scopus citations

Folded concave penalized learning in identifying multimodal MRI marker for Parkinson's disease

Liu, H., Du, G., Zhang, L., Lewis, M., Wang, X., Yao, T., Li, R. & Huang, X., Aug 1 2016, In : Journal of Neuroscience Methods. 268, p. 1-6 6 p.

Research output: Contribution to journalArticle

5 Scopus citations

Global solutions to folded concave penalized nonconvex learning

Liu, H., Yao, T. & Li, R., Apr 2016, In : Annals of Statistics. 44, 2, p. 629-659 31 p.

Research output: Contribution to journalArticle

10 Scopus citations

Heteroscedasticity testing for regression models: A dimension reduction-based model adaptive approach

Zhu, X., Chen, F., Guo, X. & Zhu, L., Nov 1 2016, In : Computational Statistics and Data Analysis. 103, p. 263-283 21 p.

Research output: Contribution to journalArticle

12 Scopus citations

Hierarchical animal movement models for population-level inference

Hooten, M. B., Buderman, F. E., Brost, B. M., Hanks, E. M. & Ivan, J. S., Sep 1 2016, In : Environmetrics. 27, 6, p. 322-333 12 p.

Research output: Contribution to journalArticle

22 Scopus citations

High-Dimensional Function-on-Scale Regression via the Alternating Direction Method of Multipliers

Fan, Z. & Reimherr, M., Oct 31 2016, Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016. Li, S., Cheng, Y. & Dai, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 397-399 3 p. 7726190. (Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016).

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

Horizontal gene transfer is more frequent with increased heterotrophy and contributes to parasite adaptation

Yang, Z., Zhang, Y., Wafula, E. K., Honaas, L. A., Ralph, P. E., Jones, S., Clarke, C. R., Liu, S., Su, C., Zhang, H., Altman, N. S., Schuster, S. C., Timko, M. P., Yoder, J. I., Westwood, J. H. & Depamphilis, C. W., Nov 8 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 45, p. E7010-E7019

Research output: Contribution to journalArticle

33 Scopus citations

Identification of genetic interaction networks via an evolutionary algorithm evolved Bayesian network

Li, R., Dudek, S. M., Kim, D., Hall, M. A., Bradford, Y., Peissig, P. L., Brilliant, M. H., Linneman, J. G., McCarty, C. A., Bao, L. & Ritchie, M. D., May 10 2016, In : BioData Mining. 9, 1, 18.

Research output: Contribution to journalArticle

5 Scopus citations

Identifying emotions aroused from paintings

Lu, X., Sawant, N., Newman, M. G., Adams, R. B., Wang, J. Z. & Li, J., Jan 1 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 48-63 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

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

Impact of helminth infections and nutritional constraints on the small intestine microbiota

Cattadori, I. M., Sebastian, A., Hao, H., Katani, R., Albert, I., Eilertson, K. E., Kapur, V., Pathak, A. & Mitchell, S., Jul 1 2016, In : PloS one. 11, 7, e0159770.

Research output: Contribution to journalArticle

18 Scopus citations

Improving ice sheet model calibration using paleoclimate and modern data

Chang, W., Haran, M., Applegate, P. & Pollard, D., Dec 2016, In : Annals of Applied Statistics. 10, 4, p. 2274-2302 29 p.

Research output: Contribution to journalArticle

4 Scopus citations

Inference using noisy degrees: Differentially private β-model and synthetic graphs

Karwa, V. & Slavković, A., Feb 1 2016, In : Annals of Statistics. 44, 1, p. 87-112 26 p.

Research output: Contribution to journalArticle

28 Scopus citations

Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis

Campos-Sánchez, R., Cremona, M. A., Pini, A., Chiaromonte, F. & Makova, K. D., Jun 2016, In : PLoS computational biology. 12, 6, e1004956.

Research output: Contribution to journalArticle

12 Scopus citations

Inverse regression-based uncertainty quantification algorithms for high-dimensional models: Theory and practice

Li, W., Lin, G. & Li, B., Sep 15 2016, In : Journal of Computational Physics. 321, p. 259-278 20 p.

Research output: Contribution to journalArticle

22 Scopus citations

Jointly characterizing epigenetic dynamics across multiple human cell types

Zhang, Y., An, L., Yue, F. & Hardison, R. C., Aug 19 2016, In : Nucleic acids research. 44, 14, p. 6721-6731 11 p.

Research output: Contribution to journalArticle

26 Scopus citations

Kernel mean shrinkage estimators

Muandet, K., Sriperumbudur, B., Fukumizu, K., Gretton, A. & Schölkopf, B., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalReview article

12 Scopus citations

Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: Comparison of simple and advanced statistical techniques

Pollard, D., Chang, W., Haran, M., Applegate, P. & DeConto, R., May 4 2016, In : Geoscientific Model Development. 9, 5, p. 1697-1723 27 p.

Research output: Contribution to journalArticle

30 Scopus citations

Latent spatial models and sampling design for landscape genetics

Hanks, E. M., Hooten, M. B., Knick, S. T., Oyler-McCance, S. J., Fike, J. A., Cross, T. B. & Schwartz, M. K., Jun 2016, In : Annals of Applied Statistics. 10, 2, p. 1041-1062 22 p.

Research output: Contribution to journalArticle

7 Scopus citations

Learning theory for distribution regression

Szabó, Z., Sriperumbudur, B. K., Póczos, B. & Gretton, A., Sep 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

20 Scopus citations

Leveraging protein quaternary structure to identify oncogenic driver mutations

Ryslik, G. A., Cheng, Y., Modis, Y. & Zhao, H., Mar 22 2016, In : BMC bioinformatics. 17, 1, 137.

Research output: Contribution to journalArticle

3 Scopus citations

Local composite quantile regression smoothing for Harris recurrent Markov processes

Li, D. & Li, R., Sep 1 2016, In : Journal of Econometrics. 194, 1, p. 44-56 13 p.

Research output: Contribution to journalArticle

4 Scopus citations

Measuring geographic “hot spots” of racial/ethnic disparities: An application to mental health care

Lê Cook, B., Kim, G., Lock Morgan, K., Chen, C. N., Nillni, A. & Alegría, M., May 2016, In : Journal of Health Care for the Poor and Underserved. 27, 2, p. 663-684 22 p.

Research output: Contribution to journalArticle

3 Scopus citations

Member Plan Choice and Migration in Response to Changes in Member Premiums after Massachusetts Health Insurance Reform

Duncan, I. & Guerrier, S., Oct 1 2016, In : North American Actuarial Journal. 20, 4, p. 404-419 16 p.

Research output: Contribution to journalArticle

Minimax estimation of maximum mean discrepancy with radial kernels

Tolstikhin, I., Sriperumbudur, B. K. & Schölkopf, B., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1938-1946 9 p.

Research output: Contribution to journalConference article

6 Scopus citations

Mixture-based path clustering for synthesis of ECMWF ensemble forecasts of tropical cyclone evolution

Don, P. K., Evans, J., Chiaromonte, F. & Kowaleski, A. M., Jan 1 2016, In : Monthly Weather Review. 144, 9, p. 3301-3320 20 p.

Research output: Contribution to journalArticle

5 Scopus citations
27 Scopus citations

Multitask Quantile Regression Under the Transnormal Model

Fan, J., Xue, L. & Zou, H., Oct 1 2016, In : Journal of the American Statistical Association. 111, 516, p. 1726-1735 10 p.

Research output: Contribution to journalArticle

9 Scopus citations

Multivariate stochastic dominance for risk averters and risk seekers

Guo, X. & Wong, W. K., Jul 1 2016, In : RAIRO - Operations Research. 50, 3, p. 575-586 12 p.

Research output: Contribution to journalArticle

14 Scopus citations

Nonoperative management of splenic injuries: Significance of age

Ong, A. W., Eilertson, K. E., Reilly, E. F., Geng, T. A., Madbak, F., McNicholas, A. & Fernandez, F. B., Mar 1 2016, In : Journal of Surgical Research. 201, 1, p. 134-140 7 p.

Research output: Contribution to journalArticle

8 Scopus citations

On an additive partial correlation operator and nonparametric estimation of graphical models

Lee, K. Y., Li, B. & Zhao, H., Sep 1 2016, In : Biometrika. 103, 3, p. 513-530 18 p.

Research output: Contribution to journalArticle

3 Scopus citations

On the Feasibility of Distributed Kernel Regression for Big Data

Xu, C., Zhang, Y., Li, R. & Wu, X., Nov 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 11, p. 3041-3052 12 p., 7520638.

Research output: Contribution to journalArticle

10 Scopus citations

On the optimal estimation of probability measures in weak and strong topologies

Sriperumbudur, B., Aug 2016, In : Bernoulli. 22, 3, p. 1839-1893 55 p.

Research output: Contribution to journalArticle

10 Scopus citations

Optimal Estimator for Logistic Model with Distribution-free Random Intercept

Garcia, T. P. & Ma, Y., Mar 1 2016, In : Scandinavian Journal of Statistics. 43, 1, p. 156-171 16 p.

Research output: Contribution to journalArticle

4 Scopus citations

Partial linear varying multi-index coefficient model for integrative gene-environment interactions

Liu, X., Cui, Y. & Li, R., Jul 2016, In : Statistica Sinica. 26, 3, p. 1037-1060 24 p.

Research output: Contribution to journalArticle

4 Scopus citations

Points of significance: P values and the search for significance

Altman, N. & Krzywinski, M., Dec 29 2016, In : Nature methods. 14, 1, p. 3-4 2 p.

Research output: Contribution to journalShort survey

28 Scopus citations

Points of Significance: Regularization

Lever, J., Krzywinski, M. & Altman, N., Oct 1 2016, In : Nature methods. 13, 10, p. 803-804 2 p.

Research output: Contribution to journalArticle

10 Scopus citations

Points of Significance: Classification evaluation

Lever, J., Krzywinski, M. & Altman, N. S., Jul 28 2016, In : Nature methods. 13, 8, p. 603-604 2 p.

Research output: Contribution to journalShort survey

46 Scopus citations

Points of Significance: Logistic regression

Lever, J., Krzywinski, M. & Altman, N. S., Jun 29 2016, In : Nature Methods. 13, 7, p. 541-542 2 p.

Research output: Contribution to journalArticle

16 Scopus citations

Points of Significance: Analyzing outliers: Influential or nuisance?

Altman, N. S. & Krzywinski, M., Mar 30 2016, In : Nature Methods. 13, 4, p. 281-282 2 p.

Research output: Contribution to journalShort survey

20 Scopus citations