Limitations & Open problems

• M. slower than point bookkeeping
• Complexity
• Python implementation @ https://github.com/JohannesBuchner/massivedatans/
• Problem formulation
• Physical model uncertainties
• How to do NS while accumulating data?

Buchner (2018): collaborative nested sampling

Model prediction

D1

D2

D3

D4

Multi-likelihood