Another type of painted ceramic vessel is called three-circle red-on-white ( Mimbres Mogollon Archaeology). At four different sites in the Wind Mountain archaeological region, the number of such sherds was counted in local dwelling excavations.
Site I | Site II | Site III | Site IV |
14 | 17 | 39 | 10 |
29 | 3 | 17 | 22 |
4 | 35 | 12 | 15 |
20 | 6 | 49 | 31 |
11 | 24 | 13 | |
18 | 17 |
Shall we reject or not reject the claim that there is no difference in the population mean three-circle red-on-white sherd counts for the four sites? Use a 5% level of significance.
(a) What is the level of significance?
State the null and alternate hypotheses.
Ho: ?1 = ?2 = ?3 = ?4; H1: Exactly three means are equal.
Ho: ?1 = ?2 = ?3 = ?4; H1: All four means are different.
Ho: ?1 = ?2 = ?3 = ?4; H1: Not all the means are equal.
Ho: ?1 = ?2 = ?3 = ?4; H1: Exactly two means are equal.
(b) Find SSTOT, SSBET, and
SSW and check that SSTOT =
SSBET + SSW. (Use 3 decimal places.)
SSTOT | = | |
SSBET | = | |
SSW | = |
Find d.f.BET, d.f.W,
MSBET, and MSW. (Use 3 decimal
places for MSBET, and
MSW.)
dfBET | = | |
dfW | = | |
MSBET | = | |
MSW | = |
Find the value of the sample F statistic. (Use 3 decimal
places.)
What are the degrees of freedom?
____(numerator)
____(denominator)
(c) Find the P-value of the sample test statistic. (Use 4
decimal places.)
(d) Based on your answers in parts (a) to (c), will you reject or
fail to reject the null hypothesis?
Since the P value is greater than the level of significance at ? = 0.05, we do not reject H0.
Since the P value is less than or equal to the level of significance at ? = 0.05, we reject H0.
Since the P value is greater than the level of significance at ? = 0.05, we reject H0.
Since the P value is less than or equal to the level of significance at ? = 0.05, we do not reject H0.
(e) Interpret your conclusion in the context of the
application.
At the 5% level of significance there is insufficient evidence to conclude that the means are not all equal.
At the 5% level of significance there is sufficient evidence to conclude that the means are all equal.
At the 5% level of significance there is insufficient evidence to conclude that the means are all equal.
At the 5% level of significance there is sufficient evidence to conclude that the means are not all equal.
(f) Make a summary table for your ANOVA test.
Source of Variation. |
Sum of. Squares |
Degrees of Freedom |
MS. | F Ratio |
P Value. | Test Decision |
Between groups | Do not reject H0/Reject H0. | |||||
Within groups | ||||||
Total |
a) The null and alternate hypotheses are
against H1 : Not all the means are equal.
b) SSTOT = 2766.7, SSBET = 2264.8, SSW = 501.9
dfBET = 3, dfW = 17
MSBET = 167.3, MSW = 133.2
The value of the sample F statistic = 1.26
The degrees of freedom = (3, 17)
c) The P-value of the sample test statistic = 0.321
d) Since the P value is greater than the level of significance at = 0.05, we do not reject H0.
e) At the 5% level of significance there is insufficient evidence to conclude that the means are not all equal.
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