A non exhaustive list of projects I've worked on

Fine Mapping by Variational Mean Field Approximation

March 01, 2020

Class project, PhD level course final project on Bayesian Statistics, Biostatistics Department, University of Michigan

In this work we present expressions for the Variational Mean Field Approximation (VMFA) of the model described in Hormozdiari et al. Identifying Causal Variants at Loci with Multiple Signals of Association. Genetics, Vol. 198, 497–508(2014). We claim that the VMFA is not going to compromise accuracy and is going to improve speed on the calculation of the confidence sets of causal variants.