The following table shows site type and type of pottery for a random sample of 628 sherds at an archaeological location.
Pottery Type | ||||
Site Type | Mesa
Verde Black-on-White |
McElmo Black-on-White |
Mancos Black-on-White |
Row Total |
Mesa Top | 72 | 64 | 53 | 189 |
Cliff-Talus | 85 | 75 | 53 | 213 |
Canyon Bench | 90 | 72 | 64 | 226 |
Column Total | 247 | 211 | 170 | 628 |
Use a chi-square test to determine if site type and pottery type are independent at the 0.01 level of significance.
Find the value of the chi-square statistic for the sample.
(Round the expected frequencies to at least three decimal places.
Round the test statistic to three decimal places.)
What are the degrees of freedom?
here null hypothesis:Ho: site type and pottery type are independent
alternate hypothesis: Ha: site type and pottery type are dependent
applying chi square test of independence:
Expected | Ei=Σrow*Σcolumn/Σtotal | Mesa Verde | McElmo | Mancos | Total |
Mesa Top | 74.34 | 63.50 | 51.16 | 189 | |
Cliff Talus | 83.78 | 71.57 | 57.66 | 213 | |
Canyon Bench | 88.89 | 75.93 | 61.18 | 226 | |
Total | 247 | 211 | 170 | 628 | |
chi square χ2 | =(Oi-Ei)2/Ei | Mesa Verde | McElmo | Mancos | Total |
Mesa Top | 0.0734 | 0.0039 | 0.0660 | 0.143 | |
Cliff Talus | 0.0179 | 0.1648 | 0.3765 | 0.559 | |
Canyon Bench | 0.0139 | 0.2037 | 0.1301 | 0.348 | |
Total | 0.105 | 0.372 | 0.573 | 1.050 |
chi-square statistic for the sample =1.050
degree of freedom(df) =(rows-1)*(columns-1)= | 4 |
as test statisitc is not signifcantly high; we can not reject null hypothesis.
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