Hi all,
let me announce the small and lightweight BinningAnalysis.jl.
The package provides tools to estimate standard errors and autocorrelation times of correlated time series. A typical example is a Markov chain obtained in a Metropolis Monte Carlo simulation.
Concretely, we currently offer
- Logarithmic binning
- Size complexity:
O(log(N))
- Time complexity:
O(N)
- Size complexity:
- “Full” binning (all bin sizes that work out evenly)
- Jackknife resampling
Feel free to checkout the (registered) package. Any feedback is very welcome.
Best
Carsten