Optimal scaling of random-walk metropolis algorithms on general target distributions

One main limitation of the existing optimal scaling results for Metropolis–Hastings algorithms is that the assumptions on the target distribution are unrealistic. In this paper, we consider optimal scaling of random-walk Metropolis algorithms on general target distributions in high dimensions arisin...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Yang, J, Roberts, GO, Rosenthal, JS
स्वरूप: Journal article
भाषा:English
प्रकाशित: Elsevier 2020