Research Output

Article

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

Accuracy of the bootstrap approximation

Bose, A. & Babu, G. J., Sep 1 1991, In : Probability Theory and Related Fields. 90, 3, p. 301-316 16 p.

Research output: Contribution to journalArticle

5 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 Characterization of a Matric‐Variate Exponential Distribution

Richards, D. S. P., Jun 1981, In : Australian Journal of Statistics. 23, 2, p. 238-239 2 p.

Research output: Contribution to journalArticle

A characterization of conjugate priors in exponential families with application to inverse regression

Luo, W. & Altman, N. S., Feb 1 2013, In : Statistics and Probability Letters. 83, 2, p. 650-654 5 p.

Research output: Contribution to journalArticle

1 Scopus citations

A climate sensitivity estimate using Bayesian fusion of instrumental observations and an Earth System model

Olson, R., Sriver, R., Goes, M., Urban, N. M., Matthews, H. D., Haran, M. & Keller, K., 2012, In : Journal of Geophysical Research Atmospheres. 117, 4, D04103.

Research output: Contribution to journalArticle

49 Scopus citations

A coalescence-guided hierarchical Bayesian method for haplotype inference

Zhang, Y., Niu, T. & Liu, J. S., Aug 2006, In : American Journal of Human Genetics. 79, 2, p. 313-322 10 p.

Research output: Contribution to journalArticle

22 Scopus citations
3 Scopus citations

A composite likelihood approach to computer model calibration with high-dimensional spatial data

Chang, W., Haran, M., Olson, R. & Keller, K., Jan 2015, In : Statistica Sinica. 25, 1, p. 243-259 17 p.

Research output: Contribution to journalArticle

6 Scopus citations

A computational framework to assess genome-wide distribution of polymorphic human endogenous retrovirus-k in human populations

Li, W., Lin, L., Malhotra, R., Yang, L., Acharya, R. & Poss, M., Mar 2019, In : PLoS computational biology. 15, 3, e1006564.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

A computationally efficient approach to the estimation of two- and three-dimensional hidden Markov models

Joshi, D., Li, J. & Wang, J. Z., Jul 1 2006, In : IEEE Transactions on Image Processing. 15, 7, p. 1871-1886 16 p.

Research output: Contribution to journalArticle

22 Scopus citations

A Computationally Efficient Framework for Automatic Inertial Sensor Calibration

Balamuta, J. J., Molinari, R., Guerrier, S. & Yang, W., Feb 15 2018, In : IEEE Sensors Journal. 18, 4, p. 1636-1646 11 p., 8110606.

Research output: Contribution to journalArticle

2 Scopus citations

A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models

Guan, Y. & Haran, M., Oct 2 2018, In : Journal of Computational and Graphical Statistics. 27, 4, p. 701-714 14 p.

Research output: Contribution to journalArticle

4 Scopus citations

A Conceptual Approach to Calculus Made Possible by Technology

Thompson, P. W., Byerley, C. & Hatfield, N., Jul 8 2013, In : Computers in the Schools. 30, 1-2, p. 124-147 24 p.

Research output: Contribution to journalArticle

22 Scopus citations

A confidence region for the ridge path in multiple response surface optimization

Shi, L., Lin, D. K. J. & Peterson, J. J., Aug 1 2016, In : European Journal of Operational Research. 252, 3, p. 829-836 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

A Conjugate Model for Dimensional Analysis

Shen, W. & Lin, D. K. J., Jan 2 2018, In : Technometrics. 60, 1, p. 79-89 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

A consistent estimator for logistic mixed effect models

Wei, Y., Ma, Y., Garcia, T. P. & Sinha, S., Jun 2019, In : Canadian Journal of Statistics. 47, 2, p. 140-156 17 p.

Research output: Contribution to journalArticle

A consistent information criterion for support vector machines in diverging model spaces

Zhang, X., Wu, Y., Wang, L. & Li, R., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

10 Scopus citations

A construction method for orthogonal Latin hypercube designs

Steinberg, D. M. & Lin, D. K. J., Jun 1 2006, In : Biometrika. 93, 2, p. 279-288 10 p.

Research output: Contribution to journalArticle

85 Scopus citations

A construction method for orthogonal latin hypercube designs with prime power levels

Pang, F., Liu, M. Q. & Lin, D. K. J., Oct 1 2009, In : Statistica Sinica. 19, 4, p. 1721-1728 8 p.

Research output: Contribution to journalArticle

40 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

Acoustic detections of blue whale (Balaenoptera musculus) and fin whale (B. physalus) sounds during a SURTASS LFA exercise

Clark, C. W. & Altman, N. S., Jan 1 2006, In : IEEE Journal of Oceanic Engineering. 31, 1, p. 120-128 9 p.

Research output: Contribution to journalArticle

6 Scopus citations

A covariance regression model

Hoff, P. D. & Niu, X., Apr 1 2012, In : Statistica Sinica. 22, 2, p. 729-753 25 p.

Research output: Contribution to journalArticle

32 Scopus citations

A cross-national study of transitions in deficit counts in two birth cohorts: Implications for modeling ageing

Mitnitski, A., Bao, L., Skoog, I. & Rockwood, K., Mar 1 2007, In : Experimental Gerontology. 42, 3, p. 241-246 6 p.

Research output: Contribution to journalArticle

32 Scopus citations

A deviance function for the quasi-likelihood method

Li, B., Dec 1 1993, In : Biometrika. 80, 4, p. 741-753 13 p.

Research output: Contribution to journalArticle

23 Scopus citations

Adipocyte OGT governs diet-induced hyperphagia and obesity

Li, M. D., Vera, N. B., Yang, Y., Zhang, B., Ni, W., Ziso-Qejvanaj, E., Ding, S., Zhang, K., Yin, R., Wang, S., Zhou, X., Fang, E. X., Xu, T., Erion, D. M. & Yang, X., Dec 1 2018, In : Nature communications. 9, 1, 5103.

Research output: Contribution to journalArticle

8 Scopus citations

Admissibility of MLE for simultaneous estimation in negative binomial problems

Chow, M., May 1990, In : Journal of Multivariate Analysis. 33, 2, p. 212-219 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Admissibility of the nonparametric analog of the Pitman estimate in the case of one unknown parameter

Tempelman, A. & Jaura, J., Jan 1 1988, In : Lithuanian Mathematical Journal. 28, 1, p. 80-89 10 p.

Research output: Contribution to journalArticle

Advancing the understanding of craving during smoking cessation attempts: A demonstration of the time-varying effect model

Lanza, S. T., Vasilenko, S. A., Liu, X., Li, R. & Piper, M. E., Jan 1 2014, In : Nicotine and Tobacco Research. 16, SUPPL2, p. S127-S134

Research output: Contribution to journalArticle

41 Scopus citations

A dynamic Bayesian Markov model for phasing and characterizing haplotypes in next-generation sequencing

Zhang, Y., Apr 1 2013, In : Bioinformatics. 29, 7, p. 878-885 8 p.

Research output: Contribution to journalArticle

7 Scopus citations

A Dynamic Individual-Based Model for High-Resolution Ant Interactions

Wikle, N. B., Hanks, E. M. & Hughes, D. P., Dec 1 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 4, p. 589-609 21 p.

Research output: Contribution to journalArticle

A dynamic model for functional mapping of biological rhythms

Fu, G., Luo, J., Berg, A., Wang, Z., Li, J., Das, K., Li, R. & Wu, R., Jan 1 2011, In : Journal of Biological Dynamics. 5, 1, p. 84-101 18 p.

Research output: Contribution to journalArticle

7 Scopus citations

A dynamic model for genome-wide association studies

Das, K., Li, J., Wang, Z., Tong, C., Fu, G., Li, Y., Xu, M., Ahn, K., Mauger, D., Li, R. & Wu, R., Jun 1 2011, In : Human genetics. 129, 6, p. 629-639 11 p.

Research output: Contribution to journalArticle

54 Scopus citations

Aesthetics and emotions in images

Joshi, D., Datta, R., Fedorovskaya, E., Luong, Q. T., Wang, J. Z., Li, J. & Luo, J., Sep 2011, In : IEEE Signal Processing Magazine. 28, 5, p. 94-115 22 p., 5999579.

Research output: Contribution to journalArticle

203 Scopus citations

A fast algorithm for detecting gene-gene interactions in genome-wide association studies

Li, J., Zhong, W., Li, R. & Wu, R., Dec 1 2014, In : Annals of Applied Statistics. 8, 4, p. 2292-2318 27 p.

Research output: Contribution to journalArticle

20 Scopus citations

A fast particle-based approach for calibrating a 3-d model of the antarctic ice sheet

Lee, B. S., Haran, M., Fuller, R. W., Pollard, D. & Keller, K., 2020, In : Annals of Applied Statistics. 14, 2, p. 605-634 30 p.

Research output: Contribution to journalArticle

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 data analysis approach for genetic association studies

Reimherr, M. & Nicolae, D., Mar 2014, In : Annals of Applied Statistics. 8, 1, p. 406-429 24 p.

Research output: Contribution to journalArticle

19 Scopus citations

A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error

Yi, G. Y., Ma, Y. & Carroll, R. J., Mar 2012, In : Biometrika. 99, 1, p. 151-165 15 p.

Research output: Contribution to journalArticle

31 Scopus citations

A functional single-index model

Jiang, F., Baek, S., Cao, J. & Ma, Y., Jan 1 2020, In : Statistica Sinica. 30, 1, p. 303-324 22 p.

Research output: Contribution to journalArticle

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

A Function Emulation Approach for Doubly Intractable Distributions

Park, J. & Haran, M., Jan 2 2020, In : Journal of Computational and Graphical Statistics. 29, 1, p. 66-77 12 p.

Research output: Contribution to journalArticle

A general construction method for mixed-level supersaturated design

Yamada, S., Matsui, M., Matsui, T., Lin, D. K. J. & Takahashi, T., Jan 10 2006, In : Computational Statistics and Data Analysis. 50, 1 SPEC. ISS., p. 254-265 12 p.

Research output: Contribution to journalArticle

17 Scopus citations

A generalization of an integral arising in the theory of distance correlation

Dueck, J., Edelmann, D. & Richards, D., Feb 1 2015, In : Statistics and Probability Letters. 97, p. 116-119 4 p.

Research output: Contribution to journalArticle

3 Scopus citations

A generalized linear model for peak calling in ChIP-Seq data

Xu, J. & Zhang, Y., Jun 1 2012, In : Journal of Computational Biology. 19, 6, p. 826-838 13 p.

Research output: Contribution to journalArticle

4 Scopus citations

A generalized product-limit estimator for truncated data

Akritas, M. G. & Lavalley, M. P., Sep 1 2005, In : Journal of Nonparametric Statistics. 17, 6, p. 643-663 21 p.

Research output: Contribution to journalArticle

10 Scopus citations

A general theory for nonlinear sufficient dimension reduction: Formulation and estimation

Lee, K. Y., Li, B. & Chiaromonte, F., Feb 1 2013, In : Annals of Statistics. 41, 1, p. 221-249 29 p.

Research output: Contribution to journalArticle

29 Scopus citations

A genome-wide analysis of common fragile sites: What features determine chromosomal instability in the human genome?

Fungtammasan, A., Walsh, E., Chiaromonte, F., Eckert, K. A. & Makova, K. D., Jun 1 2012, In : Genome research. 22, 6, p. 993-1005 13 p.

Research output: Contribution to journalArticle

88 Scopus citations