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Type Ia Supernova Inference: Hierarchical Bayesian Statistical Models in the Optical and Near Infrared

Published on Jan 23, 20123851 Views

Kaisey S. Mandel

Type Ia supernovae (SN Ia) are the most precise cosmological distance indicators, important for measuring cosmic acceleration and the properties of dark energy. Current and upcoming automated wide-fie

Cosmology meets Machine Learning

Related categories

CosmologyBayesian Learning

Chapter list

Type Ia Supernova Inference: Hierarchical Bayesian Statistical Models in the Optical and Near Infrared00:00
Statistical inference with SN Ia01:07
SN Ia Inference with Hierarchical Bayes Models02:08
Application to Optical+NIR SN Ia Data & Results02:57