Hi, I was wondering what is the current status of ABC samplers in Julia. I have seen that GpABC.jl has a few options, but I was wondering if there are alternative packages with a special focus on SMC. I do not have something specific in mind, but I am currently exploring the available options - per…

I implemented some ABC-SMC methods a while ago here , but I never found the time to clean it up further and make better use of the ecosystem (e.g. Turing).

Status of ABC-SMC samplers in Julia

Specific Domains Statistics

mcreel October 7, 2022, 9:04am 8

For a basic example of ABC using Turing, see ABC / MSM with Turing.jl

Topic		Replies	Views
ABC / MSM with Turing.jl Statistics turing	4	1064	February 11, 2022
ANN: Simulated Neural Moments now uses Turing Statistics turing , abc	0	433	February 21, 2022
[ANN-RFC] KissABC.jl- Approximate Bayesian Computation Package Announcements announcement , bayesian-inference	66	5327	September 6, 2024
MCMC landscape Statistics question	99	12960	July 2, 2021
ANN: SimulatedNeuralMoments Package Announcements statistics , inference , bayesian-inference	3	799	April 2, 2022

Status of ABC-SMC samplers in Julia

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