Question

In: Statistics and Probability

Another type of painted ceramic vessel is called three-circle red-on-white ( Mimbres Mogollon Archaeology). At four...

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 14 39 11
28 8 17 20
5 37 10 15
22 2 49 37
12 25 16
17 10

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 10% level of significance.

(a) What is the level of significance?

State the null and alternate hypotheses.

Ho: ?1 = ?2 = ?3 = ?4; H1: Exactly two means are equal.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.



(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 ? = 0.1, we do not reject H0.Since the P value is less than or equal to the level of significance at ? = 0.1, we reject H0.    Since the P value is greater than the level of significance at ? = 0.1, we reject H0.Since the P value is less than or equal to the level of significance at ? = 0.1, we do not reject H0.


(e) Interpret your conclusion in the context of the application.

At the 10% level of significance there is insufficient evidence to conclude that the means are not all equal.At the 10% level of significance there is sufficient evidence to conclude that the means are all equal.    At the 10% level of significance there is insufficient evidence to conclude that the means are all equal.At the 10% 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 ---Select--- Do not reject H0. Reject H0.
Within groups
Total

Solutions

Expert Solution

a)

level of significance=0.1

Ho: ?1 = ?2 = ?3 = ?4; H1: Not all the means are equal.

b)

SSTOT =2534.755

SSBET =430.372

SSW =2104.383

dfBET =3

dfW=17

MSBET =143.457

MSW =123.787

value of the sample F statistic =MSBET/MSW =1.159

numerator df =3

denominator df =17

c)

p vlaue =0.3543

d)

Since the P value is greater than the level of significance at ? = 0.1, we do not reject H0

e)At the 10% level of significance there is insufficient evidence to conclude that the means are not all equal

f)

Source of variation SS df MS F p vlaue
treatments 430.372 3.00 143.457 1.159 0.3543
error 2104.383 17.00 123.787
total 2534.755 20.00

do not reject Ho


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