Fan Li - Duke University
2023年9月18日 · Fan Li 122 Old Chemistry Building · I am Professor at the Department of Statistical Science with a secondary appointment at the Department of Biostatistics and Bioinformatics , Duke University .
STA 640: Causal Inference - Duke University
2024年4月25日 · Fan Li . Department of Statistical Science, Duke University . Meeting times Spring 2024. Tuesday and Thursday 1:25-2:40pm, Old Chem 201. Instructor Fan Li, Professor, Statistical Science, Email: [email protected]. Office hours (Old Chem 122): Thursday 10-11am; Friday 2:30-3:30pm
Fan Li - Duke University
2024年2月29日 · Li, F, Zhang, T, Wang, Q, Gonzalez, M, Maresh, E, and Coan, JA. (2015). (2015). Spatial Bayesian Variable Selection and Grouping in High-dimensional Scalar-on-Image Regressions.
Fan Li - Duke University
2023年3月7日 · Accessible version: Extensive simulation comparisons between OW, IPW, trimming, and closed-form variance estimator of the weighted causal effect estimator are given in Li, Thomas, Li (2019, AJE) [DOI | code | slides]
Fan Li - Duke University
One of my main contributions is to develop the overlap weighting method (Li, Morgan, Zaslavsky, 2018), where, in binary treatments, each unit is weighted by its probability of being assigned to the opposite group. This method has many statistical and scientific advantages over the traditional inverse probability weighting method.
Fan Li Department of Statistical Science Duke University Box 90251 Durham, NC 27708 Email: [email protected] Webpage: https://www2.stat.duke.edu/˜fl35/ EDUCATION 2006 Ph.D., Biostatistics, Johns Hopkins University Advisor: Constantine E. Frangakis 2001 B.S., Mathematics, Peking University, China POSTDOCTORAL FELLOWSHIP 2006-2008 Postdoctoral ...
Fan Li - Duke University
2022年10月19日 · Fan Li. 122 Old Chemistry Building · STA 640: Causal Inference [Course Website] STA 790 (mini-course): Bayesian Causal Inference [Course Website] All other course websites are on Duke Sakai. STA 130: Probability and Statistics in Engineering
Fan Li - Duke University
2021年8月23日 · PSweight : a R package that provides a comprehensive analysis platform for causal inference based on propensity score weighting methods, including overlap weighting (Li et al. JASA, 2018), inverse probability weighting, trimming. It accommodates both binary and multiple treatments as well as different types of estimands (difference, odds ratio ...
STA 790 (Special Topics): Bayesian Causal Inference - Duke University
Instructor Fan Li, Professor, Statistical Science, Email: [email protected]. Office hours: Friday 2:30-3:30pm. Old Chem 122. Additional time is available by appointment. Evaluation No formal homework, but I strongly encourage the students to implement some of the methods discussed in …
Fan Li Department of Statistical Science Duke University November 27, 2018. Causality in Ancient Greek Philosophy I would rather discover onecausal lawthan be King of Persia. — Democritus We have knowledge of a thing only when we have graspedits cause. — Aristotle, Posterior Analytics