the archive
#simulation-based inference
2 resultsecon.EM2019
Maximum Approximated Likelihood Estimation
Michael Griebel, Florian Heiss, Jens Oettershagen +1
The paper extends theoretical results for maximum simulated likelihood to a broader class of maximum approximated likelihood estimators, providing conditions for consistency and as…
#maximum likelihood estimation#approximate likelihood methods#simulation-based inference#asymptotic theory
astro-ph.CO2019
Cosmic Shear: Inference from Forward Models
Peter L. Taylor, Thomas D. Kitching, Justin Alsing +3
The paper introduces two simulation-based inference pipelines using density-estimation likelihood-free inference (DELFI) to estimate weak lensing (cosmic shear) parameters, showing…
#weak lensing#likelihood-free inference#simulation-based inference#cosmic shear