In: Statistics and Probability
In 1998, as an advertising campaign, the Nabisco Company announced a “1000 Chips Challenge,” claiming that every 18-ounce bag of their Chips Ahoy cookies contained at least 1000 chocolate chips. Dedicated Statistics students at the Air Force Academy (no kidding) purchased some randomly selected bags of cookies, and counted the chocolate chips. Some of their data are given below. (Chance, 12, no. 1[1999])
1219 1214 1087 1200 1419 1121 1325 1345
1244 1258 1356 1132 1191 1270 1295 1135
a) Write appropriate hypotheses.
b) Are the necessary assumptions to make inferences satisfied? Hint: draw a picture
c) State the sample mean, standard error, and p-value.
d) State an appropriate conclusion.
e) What do you think of the company’s claim?
a)
Ho : µ = 1000
Ha : µ > 1000
...............
sample std dev , s = √(Σ(X- x̅ )²/(n-1) )
= 94.2820
Sample Size , n = 16
Sample Mean, x̅ = ΣX/n =
1238.1875
degree of freedom= DF=n-1=
15
Standard Error , SE = s/√n =
94.282/√16= 23.5705
t-test statistic= (x̅ - µ )/SE =
(1238.1875-1000)/23.5705= 10.105
p-Value = 0.0000 [Excel
formula =t.dist(t-stat,df) ]
................
Decision: p-value≤α, Reject null hypothesis
Conclusion: There is enough evidence to say that mean cheaps is
greater than 1000
..................
company's claim is supported
.................
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