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Dr. Mack Lemore, an expert in consumer behavior, wants to estimate the average amount of money...

Dr. Mack Lemore, an expert in consumer behavior, wants to estimate the average amount of money that people spend in thrift shops. He takes a small sample of 8 individuals and asks them to report how much money they had in their pockets the last time they went shopping at a thrift store. Here is the data: 17.24, 20.63, 26.76, 19.85, 18.24, 23.38, 29.55, 28.29. He wishes to test the null hypothesis that the average amount of money people have in their pockets is equal to $20. Calculate the test statistic to two decimal places. Take all calculations toward the answer to three decimal places.

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Answer #1
Values ( X ) Σ ( Xi- X̅ )2
17.24 33.0913
20.63 5.5814
26.76 14.1941
19.85 9.8753
18.24 22.5863
23.38 0.1502
29.55 43.0008
28.29 28.0635
Total 183.94 156.5429

Mean X̅ = Σ Xi / n
X̅ = 183.94 / 8 = 22.992
Sample Standard deviation SX = √ ( (Xi - X̅ )2 / n - 1 )
SX = √ ( 156.5429 / 8 -1 ) = 4.729

Test Statistic :-
t = ( X̅ - µ ) / ( S / √(n))
t = ( 22.992 - 20 ) / ( 4.729 / √(8) )
t = 1.79


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