In: Statistics and Probability
The number of "destination weddings" has skyrocketed in recent years. For example, many couples are opting to have their weddings in the Caribbean. A Caribbean vacation resort recently advertised in Bride Magazine that the cost of a Caribbean wedding was less than $30,000. Listed below is a total cost in $000 for a sample of 8 Caribbean weddings. At the 0.10 significance level, is it reasonable to conclude the mean wedding cost is less than $30,000 as advertised? 30.3 30.0 28.8 30.1 31.9 29.2 29.4 28.5
A. State the null hypothesis and the alternate hypothesis. Use a 0.10 level of significance. (Enter your answers in thousands of dollars.)
B. State the decision rule for 0.10 significance level. (Negative amount should be indicated by a minus sign. Round your answer to 3 decimal places.)
C. Compute the value of the test statistic. (Negative amount should be indicated by a minus sign. Round your answer to 3 decimal places.)
D. What is the conclusion regarding the null hypothesis? _________(reject/do not reject) H0. The cost is _________ (not less/less) than $30,000
(a)
Ho:
Ha:
Null hypothesis states that the cost of a Caribbean wedding is equal to $30,000.
Null hypothesis states that the cost of a Caribbean wedding is less than $30,000.
(b) Level of significance = 0.10
n = 8-1 = 7
t value (left tailed) = -1.415
(c) Test statistics
mean = sum of all terms / no of terms = 238.2 / 8 = 29.775
sample mean = 29775
standard deviation = s
data | data-mean | (data - mean)2 |
30.3 | 0.525 | 0.275625 |
30.0 | 0.225 | 0.050625000000001 |
28.8 | -0.975 | 0.950625 |
30.1 | 0.325 | 0.105625 |
31.9 | 2.125 | 4.515625 |
29.2 | -0.575 | 0.330625 |
29.4 | -0.375 | 0.140625 |
28.5 | -1.275 | 1.625625 |
s = 1.0687 * 1000 = 1068.70
Assuming data is normally distributed and as population sd is not given, we will calculate t stat
t stat = -0.595
(d) As the t stat (-0.595) does not fall in the rejection area, we fail to reject the Null hypothesis.
Hence we do not have sufficient evidence to believe that cost of a Caribbean wedding is less than $30,000.