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  • 标题:neuRosim: An R Package for Generating fMRI Data
  • 本地全文:下载
  • 作者:Marijke Welvaert ; Joke Durnez ; Beatrijs Moerkerke
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2011
  • 卷号:44
  • 期号:1
  • 页码:1-18
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:Studies that validate statistical methods for functional magnetic resonance imaging (fMRI) data often use simulated data to ensure that the ground truth is known. However, simulated fMRI data are almost always generated using in-house procedures because a well-accepted simulation method is lacking. In this article we describe the R package neuRosim, which is a collection of data generation functions for neuroimaging data. We will demonstrate the possibilities to generate data from simple time series to complete 4D images and the possibilities for the user to create her own data generation method.
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