Chemometrics deals with the application of statistical methods in chemistry (even in clinical biochemistry) to obtain relevant information from experiments and observations. In each experimental measurements to make mistakes that affect its outcome.
Other errors arise from statistical processing. Errors generated during the experiment is referred to as the error of the first kind.