BayesFlow Benchmarks

Lotka-Volterra

An influential model in ecology describing the dynamics of two interacting species, widely used in SBI studies. We infer four parameters $\theta$ related to species interaction, given the number of individuals in both populations at 10 evenly-spaced points in time.

Description from Lueckmann et. al, 2021: Benchmarking Simulation-Based Inference

Posterior Samples

Approximation

Reference

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