Research Output

2018

Optimal prediction for additive function-on-function regression

Reimherr, M., Sriperumbudur, B. & Taoufik, B., Jan 1 2018, In : Electronic Journal of Statistics. 12, 2, p. 4571-4601 31 p.

Research output: Contribution to journalArticle

Open Access

Optimal pseudolikelihood estimation in the analysis of multivariate missing data with nonignorable nonresponse

Zhao, J. & Ma, Y., Jun 1 2018, In : Biometrika. 105, 2, p. 479-486 8 p.

Research output: Contribution to journalArticle

4 Scopus citations

Optimal quantile level selection for disease classification and biomarker discovery with application to electrocardiogram data

Zhou, Y., Huang, R., Yu, S. & Ma, Y., Nov 1 2018, In : Statistical Methods in Medical Research. 27, 11, p. 3340-3349 10 p.

Research output: Contribution to journalArticle

Pairwise distance-based tests for conditional symmetry

Niu, C., Guo, X., Li, Y. & Zhu, L., Dec 2018, In : Computational Statistics and Data Analysis. 128, p. 145-162 18 p.

Research output: Contribution to journalArticle

Parametric inference for index functionals

Guerrier, S., Orso, S. & Victoria-Feser, M. P., Jun 2018, In : Econometrics. 6, 2, 22.

Research output: Contribution to journalArticle

PheWAS and Beyond: The Landscape of Associations with Medical Diagnoses and Clinical Measures across 38,662 Individuals from Geisinger

Verma, A., Lucas, A., Verma, S. S., Zhang, Y., Josyula, N., Khan, A., Hartzel, D. N., Lavage, D. R., Leader, J., Ritchie, M. D. & Pendergrass, S. A., Apr 5 2018, In : American Journal of Human Genetics. 102, 4, p. 592-608 17 p.

Research output: Contribution to journalArticle

18 Scopus citations

PM2.5 and ozone, indicators of air quality, and acute deaths in California, 2004–2007

You, C., Lin, D. K. J. & Young, S. S., Jul 2018, In : Regulatory Toxicology and Pharmacology. 96, p. 190-196 7 p.

Research output: Contribution to journalArticle

pMSE mechanism: Differentially private synthetic data with maximal distributional similarity

Snoke, J. & Slavković, A., Jan 1 2018, Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2018, Proceedings. Montes, F. & Domingo-Ferrer, J. (eds.). Springer Verlag, p. 138-159 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11126 LNCS).

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

2 Scopus citations

Points of significance: Machine learning: Supervised methods

Bzdok, D., Krzywinski, M. & Altman, N., Jan 3 2018, In : Nature methods. 15, 1, p. 5-6 2 p.

Research output: Contribution to journalShort survey

18 Scopus citations

Points of Significance: Statistics versus machine learning

Bzdok, D., Altman, N. & Krzywinski, M., Apr 3 2018, In : Nature methods. 15, 4, p. 233-234 2 p.

Research output: Contribution to journalShort survey

72 Scopus citations

powerTCR: A model-based approach to comparative analysis of the clone size distribution of the T cell receptor repertoire

Koch, H., Starenki, D., Cooper, S. J., Myers, R. M. & Li, Q., Nov 2018, In : PLoS computational biology. 14, 11, e1006571.

Research output: Contribution to journalArticle

Precision maps for public health

Reich, B. J. & Haran, M., Mar 1 2018, In : Nature. 555, 7694, p. 32-33 2 p.

Research output: Contribution to journalComment/debate

2 Scopus citations

Predicting with confidence and tolerance

Altman, N. & Krzywinski, M., Nov 1 2018, In : Nature methods. 15, 11, p. 843-845 3 p.

Research output: Contribution to journalComment/debate

1 Scopus citations

Prevalence of Bovine Tuberculosis in India: A systematic review and meta-analysis

Srinivasan, S., Easterling, L., Rimal, B., Niu, X. M., Conlan, A. J. K., Dudas, P. & Kapur, V., Dec 2018, In : Transboundary and Emerging Diseases. 65, 6, p. 1627-1640 14 p.

Research output: Contribution to journalArticle

9 Scopus citations

Providing accurate models across private partitioned data: Secure maximum likelihood estimation

Snoke, J., Brick, T. R., Slavković, A. & Hunte, M. D., Jun 2018, In : Annals of Applied Statistics. 12, 2, p. 877-914 38 p.

Research output: Contribution to journalArticle

1 Scopus citations

Robust multivariate nonparametric tests for detection of two-sample location shift in clinical trials

Jiang, X., Guo, X., Zhang, N., Wang, B. & Zhang, B., Apr 2018, In : PloS one. 13, 4, e0195894.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Semiparametrically efficient estimation in quantile regression of secondary analysis

Liang, L., Ma, Y., Wei, Y. & Carroll, R. J., Sep 2018, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 80, 4, p. 625-648 24 p.

Research output: Contribution to journalArticle

1 Scopus citations

Semiparametric double robust and efficient estimation for mean functionals with response missing at random

Guo, X., Fang, Y., Zhu, X., Xu, W. & Zhu, L., Dec 2018, In : Computational Statistics and Data Analysis. 128, p. 325-339 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Sequential rerandomization

Zhou, Q., Ernst, P. A., Morgan, K. L., Rubin, D. B. & Zhang, A., Jan 1 2018, In : Biometrika. 105, 3, p. 745-752 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Simultaneous variable selection and smoothing for high-dimensional function-on-scalar regression

Parodi, A. & Reimherr, M., Jan 1 2018, In : Electronic Journal of Statistics. 12, 2, p. 4602-4639 38 p.

Research output: Contribution to journalArticle

Open Access

Spatial autoregressive models for statistical inference from ecological data

Ver Hoef, J. M., Peterson, E. E., Hooten, M. B., Hanks, E. M. & Fortin, M. J., Feb 1 2018, In : Ecological Monographs. 88, 1, p. 36-59 24 p.

Research output: Contribution to journalArticle

38 Scopus citations

Specification testing of production in a stochastic frontier model

Guo, X., Li, G. R., McAleer, M. & Wong, W. K., Aug 30 2018, In : Sustainability (Switzerland). 10, 9, 3082.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Statistical learning on emerging economies

Solea, E., Li, B. & Slavković, A., Feb 17 2018, In : Journal of Applied Statistics. 45, 3, p. 487-507 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

Statistics students’ identification of inferential model elements within contexts of their own invention

Beckman, M. D. & delMas, R., Dec 1 2018, In : ZDM - Mathematics Education. 50, 7, p. 1295-1309 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Stochastic Population Models

Fricks, J. & Hanks, E., 2018, Handbook of Statistics. Srinivasa Rao, A. S. R. & Rao, C. R. (eds.). Elsevier B.V., p. 443-480 38 p. (Handbook of Statistics; vol. 39).

Research output: Chapter in Book/Report/Conference proceedingChapter

Synthetic data via quantile regression for heavy-tailed and heteroskedastic data

Pistner, M., Slavković, A. & Vilhuber, L., Jan 1 2018, Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2018, Proceedings. Montes, F. & Domingo-Ferrer, J. (eds.). Springer Verlag, p. 92-108 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11126 LNCS).

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

Tea consumption and longitudinal change in high-density lipoprotein cholesterol concentration in Chinese adults

Huang, S., Li, J., Wu, Y., Ranjbar, S., Xing, A., Zhao, H., Wang, Y., Shearer, G. C., Bao, L., Lichtenstein, A. H., Wu, S. & Gao, X., Jul 1 2018, In : Journal of the American Heart Association. 7, 13, e008814.

Research output: Contribution to journalArticle

4 Scopus citations

Testing for central symmetry and inference of the unknown center

Dai, X., Niu, C. & Guo, X., Nov 2018, In : Computational Statistics and Data Analysis. 127, p. 15-31 17 p.

Research output: Contribution to journalArticle

1 Scopus citations

Testing Separability of Functional Time Series

Constantinou, P., Kokoszka, P. & Reimherr, M., Sep 2018, In : Journal of Time Series Analysis. 39, 5, p. 731-747 17 p.

Research output: Contribution to journalArticle

The curse(s) of dimensionality this-month

Altman, N. & Krzywinski, M., Jun 1 2018, In : Nature methods. 15, 6, p. 399-400 2 p.

Research output: Contribution to journalShort survey

17 Scopus citations

Theory and application of an economic performance measure of risk

Niu, C., Guo, X., McAleer, M. & Wong, W. K., Jul 2018, In : International Review of Economics and Finance. 56, p. 383-396 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

The two-moment decision model with additive risks

Guo, X., Wagener, A., Wong, W. K. & Zhu, L., Feb 1 2018, In : Risk Management. 20, 1, p. 77-94 18 p.

Research output: Contribution to journalArticle

9 Scopus citations

Time series smoother for effect detection

You, C., Lin, D. K. J. & Young, S. S., Apr 2018, In : PloS one. 13, 4, e0195360.

Research output: Contribution to journalArticle

Time-varying copula models for longitudinal data

Kürüm, E., Hughes, J., Li, R. & Shiffman, S., Jan 1 2018, In : Statistics and its Interface. 11, 2, p. 203-221 19 p.

Research output: Contribution to journalArticle

3 Scopus citations

Time-varying predatory behavior is primary predictor of fine-scale movement of wildland-urban cougars

Buderman, F. E., Hooten, M. B., Alldredge, M. W., Hanks, E. M. & Ivan, J. S., Nov 2 2018, In : Movement Ecology. 6, 1, 22.

Research output: Contribution to journalArticle

6 Scopus citations

Two-step variable selection in partially linear additive models with time series data

Feng, M., Chen, Z. & Cheng, X., Mar 16 2018, In : Communications in Statistics: Simulation and Computation. 47, 3, p. 661-671 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

Use of a new online calibration platform with applications to inertial sensors

Clausen, P., Skaloud, J., Molinari, R., Lee, J. & Guerrier, S., Aug 2018, In : IEEE Aerospace and Electronic Systems Magazine. 33, 8, p. 30-36 7 p., 8425378.

Research output: Contribution to journalArticle

Variable selection for partially linear models via partial correlation

Liu, J., Lou, L. & Li, R., Sep 2018, In : Journal of Multivariate Analysis. 167, p. 418-434 17 p.

Research output: Contribution to journalArticle

7 Scopus citations

Variable selection in heteroscedastic single-index quantile regression

Christou, E. & Akritas, M. G., Dec 17 2018, In : Communications in Statistics - Theory and Methods. 47, 24, p. 6019-6033 15 p.

Research output: Contribution to journalArticle

3 Scopus citations

Within the fortress: A specialized parasite is not discriminated against in a social insect society

Gracia, E. S., De Bekker, C., Hanks, E. M. & Hughes, D. P., Feb 2018, In : PloS one. 13, 2, e0193536.

Research output: Contribution to journalArticle

5 Scopus citations
2017

A Bayesian approach to excess volatility, short-term underreaction and long-term overreaction during financial crises

Guo, X., McAleer, M., Wong, W. K. & Zhu, L., Nov 2017, In : North American Journal of Economics and Finance. 42, p. 346-358 13 p.

Research output: Contribution to journalArticle

9 Scopus citations

Accelerating Stochastic Composition Optimization

Wang, M., Liu, J. & Fang, E. X., Oct 1 2017, In : Journal of Machine Learning Research. 18, p. 1-23 23 p.

Research output: Contribution to journalArticle

3 Scopus citations

Acceleration of the EM algorithm using the Vector Aitken method and its Steffensen form

Guo, X., Li, Q. Y. & Xu, W. L., Feb 1 2017, In : Acta Mathematicae Applicatae Sinica. 33, 1, p. 175-182 8 p.

Research output: Contribution to journalArticle

Accounting for nonsampling error in estimates of HIV epidemic trends from antenatal clinic sentinel surveillance

Eaton, J. W. & Bao, L., Apr 1 2017, In : AIDS. 31, p. S61-S68

Research output: Contribution to journalArticle

6 Scopus citations

Accurate and reproducible functional maps in 127 human cell types via 2D genome segmentation

Zhang, Y. & Hardison, R. C., Sep 1 2017, In : Nucleic acids research. 45, 17, p. 9823-9836 14 p.

Research output: Contribution to journalArticle

9 Scopus citations

A computational multivariate-based technique for inertial sensor calibration

Bakalli, G., Radi, A., El-Sheimy, N., Molinari, R. & Guerrier, S., 2017, 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017. Institute of Navigation, p. 3028-3038 11 p. (30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017; vol. 5).

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

4 Scopus citations

A continuous threshold expectile model

Zhang, F. & Li, Q., Dec 2017, In : Computational Statistics and Data Analysis. 116, p. 49-66 18 p.

Research output: Contribution to journalArticle

2 Scopus citations

A food-based approach that targets interleukin-6, a key regulator of chronic intestinal inflammation and colon carcinogenesis

Sido, A., Radhakrishnan, S., Kim, S. W., Eriksson, E., Shen, F., Li, Q., Bhat, V., Reddivari, L. & Vanamala, J. K. P., May 1 2017, In : Journal of Nutritional Biochemistry. 43, p. 11-17 7 p.

Research output: Contribution to journalArticle

10 Scopus citations

A functional toll-interacting protein variant is associated with bacillus calmette-guérin-specific immune responses and tuberculosis

Shah, J. A., Musvosvi, M., Shey, M., Horne, D. J., Wells, R. D., Peterson, G. J., Cox, J. S., Daya, M., Hoal, E. G., Lin, L., Gottardo, R., Hanekom, W. A., Scriba, T. J., Hatherill, M. & Hawn, T. R., Aug 15 2017, In : American journal of respiratory and critical care medicine. 196, 4, p. 502-511 10 p.

Research output: Contribution to journalArticle

13 Scopus citations

An adaptive-to-model test for partially parametric single-index models

Zhu, X., Guo, X. & Zhu, L., Sep 1 2017, In : Statistics and Computing. 27, 5, p. 1193-1204 12 p.

Research output: Contribution to journalArticle

14 Scopus citations