CIGaRS I: Combined simulation-based inference from type Ia supernovae and host photometry

Konstantin Karchev, Roberto Trotta, Raul Jimenez

Using type Ia supernovae as cosmological probes requires empirical corrections that are correlated with their host environment. Here we present a unified Bayesian hierarchical mode…