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  • 标题:Description and processing of functional data arising from juggling trajectories
  • 本地全文:下载
  • 作者:James O. Ramsay ; Paul Gribble ; Sebastian Kurtek
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2014
  • 卷号:8
  • 期号:2
  • 页码:1811-1816
  • DOI:10.1214/14-EJS937
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:In this data introduction paper we discuss different aspects of a juggling dataset collected in 1998 at the motor control laboratory in the McGill University Department of Psychology. The juggler was asked to juggle three balls and the x, y, z position of his index finger was recorded. This data consists of ten juggling trials, each lasting 10 seconds, with 11–13 cycles per trial. We also describe a set of processing steps applied to this dataset. In particular, the raw data was smoothed and a new coordinate system was defined. Finally, we provide a few initial observations from examining the raw data.
  • 关键词:Functional data analysis;juggling trajectories and cycles;data processing.
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