You can look at my post for an attempt to summarize the TS ecosystem in Julia:
- ARCHModels.jl can fit ARMA{p,q}
- TSAnalysis can fit ARIMA/VARIMA
- StateSpaceModels fits seasonal ARIMA (sARIMA)
there are others…
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