Fan Li

Associate Professor of Statistical Science

External address: 
122 Old Chem Bldg, Durham, NC 27708
Internal office address: 
Box 90251, Durham, NC 27708-0251
Phone: 
(919) 681-4156
Webpages: 

New weighting methods for causal inference awarded by National Science Foundation (Principal Investigator). 2014 to 2017

NCRN-MN:Triangle Census Research Network awarded by National Science Foundation (Co Investigator). 2011 to 2016

Collaborative Research: Statistical Modeling and Inference for High-dimensional Multi-Subject Neuroimaging Data awarded by National Science Foundation (Principal Investigator). 2012 to 2015

Bayesian multivariate analysis for causal inference with intermediate variable awarded by National Science Foundation (Principal Investigator). 2012 to 2015

Li, F, Morgan, KL, and Zaslavsky, AM. "Balancing Covariates via Propensity Score Weighting." Journal of the American Statistical Association (December 16, 2016): 0-0. Full Text

Mercatanti, A, and Li, F. "Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification." Journal of the Royal Statistical Society: Series C (Applied Statistics) (November 2016). Full Text

Li, F, Zhang, T, Wang, Q, Gonzalez, MZ, Maresh, EL, and Coan, JA. "Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression." The Annals of Applied Statistics 9.2 (June 2015): 687-713. Full Text

Zhang, T, Wu, J, Li, F, Caffo, B, and Boatman-Reich, D. "A Dynamic Directional Model for Effective Brain Connectivity using Electrocorticographic (ECoG) Time Series." Journal of the American Statistical Association 110.509 (March 2015): 93-106. Full Text Open Access Copy

Mercatanti, A, Li, F, and Mealli, F. "Improving inference of Gaussian mixtures using auxiliary variables." Statistical Analysis and Data Mining: The ASA Data Science Journal 8.1 (February 2015): 34-48. Full Text

Mercatanti, A, Li, F, and Mealli, F. "Improving inference of Gaussian mixtures using auxiliary variables." Statistical Analysis and Data Mining 8.1 (January 1, 2015): 34-48. Full Text

Mercatanti, A, and Li, F. "Do debit cards increase household spending? Evidence from a semiparametric causal analysis of a survey." The Annals of Applied Statistics 8.4 (December 2014): 2485-2508. Full Text Open Access Copy

Schliep, EM, Dong, TQ, Gelfand, AE, and Li, F. "Modeling individual tree growth by fusing diameter tape and increment core data." Ed. P Guttorp and WW Piegorsch. Environmetrics 25.8 (December 2014): 610-620. Full Text

Zhang, T, Li, F, Gonzalez, MZ, Maresh, EL, and Coan, JA. "A semi-parametric nonlinear model for event-related fMRI." NeuroImage 97 (August 2014): 178-187. Full Text

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