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  • 标题:npregfast: An R Package for Nonparametric Estimation and Inference in Life Sciences
  • 本地全文:下载
  • 作者:Marta Sestelo ; Nora M. Villanueva ; Luis Meira-Machado
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2017
  • 卷号:82
  • 期号:1
  • 页码:1-27
  • DOI:10.18637/jss.v082.i12
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:We present the R npregfast package via some applications involved with the study of living organisms. The package implements nonparametric estimation procedures in regression models with or without factor-by-curve interactions. The main feature of the package is its ability to perform inference regarding these models. Namely, the implementation of different procedures to test features of the estimated regression curves: on the one hand, the comparisons between curves which may vary across groups defined by levels of a categorical variable or factor; on the other hand, the comparisons of some critical points of the curve (e.g., maxima, minima or inflection points), studying for this purpose the derivatives of the curve.
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