Integrate power prior with propensity scores to augment arms in early phase clinical trials
Research project, Summer research internship project at Eli Lilly, Statistics Data and Analytics, Eli Lilly and Company
A non exhaustive list of projects I've worked on
Fine Mapping by Variational Mean Field Approximation
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.
Local ancestry inference to improve polygenic risk scores for admixed populations
Research project, Exploratory analysis for potencial research, Biostatistics Department, University of Michigan
Autologous Stem Cell Transplant effectiveness on treating Multiple Myeloma
Class project, Graduate survival analysis analysis, Biostatistics Department, University of Michigan
Relationship between drinking and sleeping patterns
Project, Graduate course final project, Department of Biostatistics, University of Michigan
Towards analysis of extinction rate based on the fossil record (Master thesis in Spanish)
Thesis, To receive the Master in Science in Statistics degree, Research in Mathematics Center (CIMAT)
Bayesian analysis of gestational data (Bachelor thesis in Spanish)
Thesis, To receive the Baschelor in Science in Applied Mathematics degree, Mexico Autonomous Institute of Technology (ITAM)
Bayesian modeling to assess the clinical and socio economic risk factors related to neonatal comoborbities.