This C++ version of BAT is still being maintained, but addition of new features is unlikely. Check out our new incarnation, BAT.jl, the Bayesian analysis toolkit in Julia. In addition to Metropolis-Hastings sampling, BAT.jl supports Hamiltonian Monte Carlo (HMC) with automatic differentiation, automatic prior-based parameter space transformations, and much more. See the BAT.jl documentation.
BAT Tutorials for version 0.4.3
The tutorials below are intended for BAT version 0.4.3 but they might work with other versions as well (eventually with small adjustments).
The tutorials for the latest BAT version can be found here.
The tutorials for older BAT versions can be found here.
| Title | Category | Level |
| Mesuring a decay rate | counting experiment | basic |
| Estimating trigger efficiencies | fitting | basic |
| Charged current cross-section analysis | limit setting | basic |
| Signal search in the presence of background | hypothesis testing, template fitting |
intermediate |
| Combination of cross-sections | combination | intermediate |