Incorporating expert knowledge enhances data analysis from "summary" of Statistics for Censored Environmental Data Using Minitab and R by Dennis R. Helsel
When dealing with censored environmental data, incorporating expert knowledge can greatly improve the data analysis process. Experts in the field can provide valuable insights into the data collection process, the underlying mechanisms that may be causing censoring, and the potential impact of these factors on the analysis results. Expert knowledge can help in identifying potential sources of bias or error in the data, as well as in selecting appropriate statistical methods to account for these issues. For example, experts may be able to provide guidance on how to handle non-detects or censored values in a way that is most appropriate for the specific environmental...
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