The ethical statistician identifies who is responsible for the statistical work and reports the sources and adequacy of data.
Data integrity and valid results are preserved, and potential confounding variables are addressed.
The findings are conveyed honestly and meaningfully through tables, models, and graphics.
The financial sponsor, purpose, and intended use of the study results are disclosed, and appropriate disclaimers are included for non-representative data.