Journal
STATISTICAL SCIENCE
Volume 16, Issue 4, Pages 351-367Publisher
INST MATHEMATICAL STATISTICS
DOI: 10.1214/ss/1015346320
Keywords
adaptive triangulations; AIC; density estimation; extended linear models; finite elements; free knot splines; GCV; linear splines; multivariate splines; regression
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We review and extend results related to optimal scaling of Metropolis-Hastings algorithms. We present various theoretical results for the high-dimensional limit. We also present simulation studies which confirm the theoretical results in finite-dimensional contexts.
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