3 citations · 5 across the 3 of their papers we have counts for
4 papers
Statistical Challenges in Tracking the Evolution of SARS-CoV-2
Lorenzo Cappello, Jaehee Kim, Sifan Liu +1
Genomic surveillance of SARS-CoV-2 has been instrumental in tracking the spread and evolution of the virus during the pandemic. The availability of SARS-CoV-2 molecular sequences i…
Scalable Bayesian change point detection with spike and slab priors
Lorenzo Cappello, Oscar Hernan Madrid Padilla, Julia A. Palacios
We study the use of spike and slab priors for consistent estimation of the number of change points and their locations. Leveraging recent results in the variable selection literatu…
Adaptive preferential sampling in phylodynamics
Lorenzo Cappello, Julia A. Palacios
Longitudinal molecular data of rapidly evolving viruses and pathogens provide information about disease spread and complement traditional surveillance approaches based on case coun…
Sequential importance sampling for multi-resolution Kingman-Tajima coalescent counting
Lorenzo Cappello, Julia A. Palacios
Statistical inference of evolutionary parameters from molecular sequence data relies on coalescent models to account for the shared genealogical ancestry of the samples. However, i…