In research ethics, the term falsification means changing or misrepresenting data or experiments, or misrepresenting other significant matters, such as the credentials of an investigator in a research proposal. Unlike fabrication, distinguishing falsification of data from legitimate data selection takes judgment and an understanding of statistical methods.