Observational error is the difference between a measured value of quantity and its true value. In statistics, an error is not a "mistake". Variability is an inherent part of things being measured and of the measurement process.
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“For my part I do, qua lay physicist, believe in physical objects and not in Homers gods; and I consider it a scientific error to believe otherwise.”
—Willard Van Orman Quine (b. 1908)