A statistician should be guided by professional and scientific ethics, which promote
the integrity of the data analysis and conclusions.
The results of a valid statistical analysis may not conform to the expectations or
desires of the client or consultant. However, pressuring a statistical consultant to achieve a
predetermined outcome may adversely affect the validity of study results as well as the
statistician’s credibility.