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.

BCHistogramFitter

Description:

The BCGraphFitter allows to fit a ROOT TF1 function to a ROOT TH1D histogram. The number of events in each bin are assumed to fluctuate independently according to a Poisson distribution.

Authors:
Examples Source code:
Documentation:
Screenshot:
Histogram (data points) and fit function (red) together with error band (yellow band).