Hierarchical Gaussian processes in Stan

Main Author: Trangucci, Rob
Format: Proceeding Journal
Terbitan: , 2017
Subjects:
Online Access: https://zenodo.org/record/1284293
Daftar Isi:
  • Stan’s library has been expanded with functions that facilitate adding Gaussian processes (GPs) to Stan models. I will share the best practices for coding GPs in Stan, and demonstrate how GPs can be added as one component of a larger model.
  • Code available at github.com/stan-dev/stancon_talks