Hierarchical Bayesian estimates of distributed MEG sources: theoretical aspects and comparison of variational and MCMC methods

Aapo Nummenmaa, Toni Auranen, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Jouko Lampinen, Mikko Sams, Aki Vehtari

Research output: Contribution to journalArticleScientificpeer-review

47 Citations (Scopus)
Original languageEnglish
Pages (from-to)669-685
Number of pages17
JournalNeuroImage
Volume35
Issue number2
DOIs
Publication statusPublished - 2007
MoE publication typeA1 Journal article-refereed

Keywords

  • hierarchical modeling
  • Markov chain Monte Carlo
  • MEG source reconstruction
  • sensitivity analysis
  • variational Bayes

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