Efficient Bayesian inference for stochastic agent-based models
Table 2
Median and mean autocorrelation length for different MCMC setups.
For each of the two ABMs (our cancer CA and epidemiological SIRDS model), we use two ML emulation algorithms (NN and GP). We distinguish between two different likelihoods (case a and b, cf. the methods section). The first column specifies the different setups by first naming the ABM, followed by the emulator and the likelihood.