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Scholarly Interest Report
         
Meng Li
Assistant Professor
Noah Harding Assistant Professor
 
e-mail:meng@rice.edu
 
  • Ph.D. Statistics (2015) North Carolina State University, Raleigh, NC
  • B.S. Statistics (2010) Sun Yat-sen University, Guangzhou, China
  • M.S. Statistics (2012) North Carolina State University, Raleigh, NC
 
Primary Department
   Department of Statistics
Picture
 
Websites
 website
 
Research Areas
 Image analysis, brain network analysis, Bayesian methods, information theory, multiscale modeling, scalable algorithms, functional data analysis, biomedical application, quantile regression.
 
Selected Publications
 Refereed articles
 

Li, M. and Dunson, D. "A Framework for Probabilistic Inferences from Imperfect Models." Journal of the American Statistical Association, arXiv :1611.01241 (2017) Submitted

 
 

Li, M. and Ghosal, S. "Bayesian detection of image boundaries." The Annals of Statistics, 45 (2017) : 2190-2217.

 
 

Li, M. and Ma, L. "Partition mixture of 1D wavelets for multi-dimensional data." Journal of the American Statistical Association, arXiv :1711.00789 (2017) Submitted

 
 

Li, M. and Schwartzman A. "Standardization of Multivariate Gaussian Mixture Models for Background Adjustment of PET Images in Brain Oncology." Annals of Applied Statistics, arXiv :1710.08508Submitted

 
 

Li, M., Wang, K., Maity, A., and Staicu, A. "Inference in functional linear quantile regression." arXiv preprint arXiv:1602.08793 (2017) Submitted

 
 

Syring N. and Li, M. "BayesBD : An R Package for Bayesian Inference on Image Boundaries." The R Journal, arXiv :1612.04271 (2017) Accepted

 
Presentations
 Invited Talks
 

"10th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017), London, UK." (2017)

 
 

"2nd ISBA-EAC Conference, Changchun, Jilin." (2017)

 
 

"Department of Applied Mathematics and Statistics, Johns Hopkins University." (2017)

 
 

"Department of Biostatistics, MD Anderson Cancer Center." (2017)

 
 

"Department of Biostatistics, University of Florida." (2017)

 
 

"Department of Biostatistics, University of Washington." (2017)

 
 

"Department of Statistics, Florida State University." (2017)

 
 

"Department of Statistics, North Carolina State University." (2017)

 
 

"Department of Statistics, Rice University." (2017)