Target distribution is multimodal, 24 dimensions, continuous state space. For MCMC integration (MH sampler) I use a manually tuned proposal distribution.
When I measure the convergence rate numerically I observe only a polynomial convergence rate.
I have a complete freedom of choice for the proposal distribution. Are there practically useful conditions to quickly check if a particular proposal distribution leads to the geometric convergence rate?