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  • 标题:xsample(): An R Function for Sampling Linear Inverse Problems
  • 本地全文:下载
  • 作者:Karel Van den Meersche ; Karline Soetaert ; Dick Van Oevelen
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2009
  • 卷号:30
  • 期号:1
  • 页码:1-15
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:An R function is implemented that uses Markov chain Monte Carlo (MCMC) algorithms to uniformly sample the feasible region of constrained linear problems. Two existing hit-and-run sampling algorithms are implemented, together with a new algorithm where an MCMC step reflects on the inequality constraints. The new algorithm is more robust compared to the hit-and-run methods, at a small cost of increased calculation time.
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