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Chapter 15: Chi-Square Tests

Figure 15-31:

Rejection Region for

Example 15-7

Benford’s Law has been used as a method of detecting fraudulent

accounting data by looking at the first significant digit of each data entry

and comparing the actual frequency of occurrence with the predicted or

expected frequency. Most white collar criminals are unaware of

Benford’s Law and usually will use each digit about 10 percent of the

time.

Example 15-8:

Students who attend college and apply for student loans

must submit a FAFSA (Free Application for Federal Student Aid) form.

Part of the information that is required is the annual income of the parent

or parents. A sample of 3,633 forms was sampled from a particular

college and the proportions, to three decimal places, of the leading digits

for the total annual income as reported by the parents were recorded.

This information is presented in

Table 15-15

.