Random-walk scale
Topic: Markov chains, Gibbs sampling, and Metropolis–Hastings · more questions on this topic
‹ Posterior summaries with dependence Adapt, discard, fix ›
For a normal random-walk proposal Y=X+Z, compare qualitatively the cases in which the standard deviation of Z is far smaller than, comparable to, and far larger than the target’s scale. Discuss movement, acceptance, and serial dependence in each case.