In: Statistics and Probability
There is an archaeological study area located in southwestern New Mexico. Potsherds are broken pieces of prehistoric Native American clay vessels. One type of painted ceramic vessel is called Mimbres classic black-on-white. At three different sites, the number of such sherds was counted in local dwelling excavations.
Site I | Site II | Site III |
63 | 29 | 18 |
38 | 19 | 34 |
24 | 57 | 69 |
15 | 66 | 26 |
78 | 16 | |
53 | 16 | |
24 |
Shall we reject or not reject the claim that there is no difference in population mean Mimbres classic black-on-white sherd counts for the three sites? Use a 1% level of significance.
a. what is the level of significance?
b. Find SSTOT, SSBET, and SSW and check that SSTOT = SSBET + SSW. (Round your answers to three decimal places.)
SSTOT | = | |
SSBET | = | |
SSW | = |
Find d.f.BET,
d.f.W,
MSBET, and
MSW. (Round your answers for
MSBET, and MSW to
two decimal places.)
d.f.BET | = | |
d.f.W | = | |
MSBET | = | |
MSW | = |
Find the value of the sample F statistic. (Round your
answer to two decimal places.)
What are the degrees of freedom?
d.f.N | = |
d.f.D | = |
c. Make a summary table for your ANOVA test. (Round your answers for SS to three decimal places, your MS and F Ratio to two decimal places, and your P-value to four decimal places.)
Source of Variation |
Sum of Squares |
Degrees of Freedom |
MS | F Ratio |
P-Value | Test Decision |
Between groups | ||||||
Within groups | ||||||
Total |
a) Level of significance =1 % = 0.01
b) SSTOT = 7446.941
SSBET = 610.501
SSW = 6836.440
d.fBET = 2
d.fW = 14
MSBET = 305.25
MSW = 488.32
F statistic = 0.63
d.fN = 2
d.fD= 14
Test
decision : Fail to reject H0.
Conclusion : There is no difference in population mean Mimbres classic black-on-white sherd counts for the three sites.
Hope this will help you. Thank you :)
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Anova: Single Factor SUMMARY Groups Count Site I Site II Site III SumAverage Variance 295 42.14286541.8095 171 42.75 498.9167 179 29.83333 417.7667 7 4 ANOVA Source of Variation Between Groups Within Groups MS P-value F crit 610.501 2 305.25 14 488.32 0.63 0.5495 3.738892 6836.440 Total 7446.941 16