![]() The data supply is based on a geometrical series (thus, that it is presented as Benford Set). This is due to the fact that abnormal behavior patterns for positive numbers are very different from those for negative numbers. Positive and negative numbers are analyzed separately. Number sets with less than 4-digits tend to have more skewed distributions and do not conform as well to Benford’s Law. IDEA only tests items with numbers over 10.00. ![]() The Benford’s task in IDEA can provide a valuable reasonableness test for large data sets. ![]() Using integral calculus, he calculated the expected digit frequencies that are now known as “Benford’s Law.” He found that the first digit of 1 occurred 31 percent of the time. ![]() The first digit is the left-most digit in a number.īenford collected data from 20 lists of numbers totaling 20,229 observations. The first pages contain logs of numbers with low first digits. He noted that the first parts of the log table books were more worn than the back parts. Frank Benford was a physicist at GE Research Laboratories in the 1920’s.
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