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  • 标题:Regression, Transformations, and Mixed-Effects with Marine Bryozoans
  • 本地全文:下载
  • 作者:Ciaran Evans
  • 期刊名称:Journal of Statistics Education
  • 电子版ISSN:1069-1898
  • 出版年度:2022
  • 卷号:30
  • 期号:2
  • 页码:198-206
  • DOI:10.1080/26939169.2022.2074923
  • 语种:English
  • 出版社:American Statistical Association
  • 摘要:This article demonstrates how data from a biology paper, which analyzes the relationship between mass and metabolic rate for two species of marine bryozoan, can be used to teach a variety of regression topics to both introductory and advanced students. A thorough analysis requires intelligent data wrangling, variable transformations, and accounting for correlation between observations. The bryozoan data can be used as a valuable class example throughout the semester, or as a dataset for extended homework assignments and class projects. Supplementary materials for this article are available online.
  • 关键词:Applications;Correlated data;Data processing;Regression assumptions
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