In: Statistics and Probability
This is a hypothesis test problem................
The Smoky Bear Trucking Company claims that the average weight of a
fully loaded moving van is 12,000 lbs. The highway patrol decides
to check this claim. A random sample of 30 Smoky Bear moving vans
shows that the average weight is 12,100 lbs, with a standard
deviation of 800 lbs. Construct a hypothesis test to determine
whether the average weight of a Smoky Bear moving van is more than
12, 000 lbs. Use a 5% level of significance.
Find/state the following
a) State the null and alternate hypothesis.
b) Identify the sample as large (normal) or small (student-t) and
find critical value
c) Compute z or t value of the sample test statistic
d) Decide whether to reject or not reject null hypothesis
Solution :
Given that ,
= 12000
= 12100
s = 800
n = 30
Use t - test ,
The null and alternative hypothesis is ,
H0 : = 12000
Ha : > 12000
This is the right tailed test .
= 0.05
df = n - 1 = 30 - 1 = 29
t,df = t0.05,29 = 1.699
The critical value t = 1.699
Test statistic = T
= ( - ) / s / n
= ( 12100 - 12000 ) / 800 / 30
= 0.68
The test statistic = 0.68
df = n - 1 = 30 - 1 = 29
P-value = 0.2509
= 0.05
0.2509 > 0.05
P-value >
Fail to reject the null hypothesis .
There is not sufficient evidence to the test claim .