In: Statistics and Probability
Part 1) The age distribution of the Canadian population and the age distribution of a random sample of 455 residents in the Indian community of a village are shown below.
Age (years) | Percent of Canadian Population |
Observed Number in the Village |
Under 5 | 7.2% | 46 |
5 to 14 | 13.6% | 76 |
15 to 64 | 67.1% | 288 |
65 and older | 12.1% | 45 |
a) Find the value of the chi-square statistic for the sample. (Round your answer to three decimal places.)
b) What are the
degrees of freedom?
c) Find or estimate the P-value of the sample test
statistic. (Round your answer to four decimal places.)
Part 2) The types of raw materials used to construct stone tools found at an archaeological site are shown below. A random sample of 1486 stone tools were obtained from a current excavation site.
Raw Material | Regional Percent of Stone Tools | Observed Number of Tools as Current excavation Site |
Basalt | 61.3% | 889 |
Obsidian | 10.6% | 164 |
Welded Tuff | 11.4% | 169 |
Pedemal chert | 13.1% | 203 |
Other | 3.6% | 61 |
a) 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.)
b) What are the degrees of freedom?
c) Find or estimate the P-value of the sample test
statistic. (Round your answer to three decimal places.)
Part I) ### By using Excel
Age | Proportion(Pi) | Observed(O) | Expected(E)=n*Pi | O-E | (O-E)^2 | (O-E)^2/E |
Under 5 | 0.072 | 46 | 32.76 | 13.24 | 175.2976 | 5.350965 |
5 to 14 | 0.136 | 76 | 61.88 | 14.12 | 199.3744 | 3.221952 |
15 to 64 | 0.671 | 288 | 305.305 | -17.305 | 299.463 | 0.980865 |
65 and older | 0.121 | 45 | 55.055 | -10.055 | 101.103 | 1.8364 |
n= | 455 | Sum= | 11.39018 |
a) the chi-square statistic for the sample is given by
b) Here the degrees of freedom =3
c) The pvalue is : 0.0098 ### By using Excel command: =(CHIDIST(11.39,3))
PartII)### Using Excel
Raw Material | Proportion(Pi) | Observed(O) | Expected(E)=n*Pi | O-E | (O-E)^2 | (O-E)^2/E |
Basalt | 0.613 | 889 | 910.918 | -21.918 | 480.3987 | 0.527379 |
Obsidian | 0.106 | 164 | 157.516 | 6.484 | 42.04226 | 0.266908 |
Welded tuff | 0.114 | 169 | 169.404 | -0.404 | 0.163216 | 0.000963 |
pedemal chert | 0.131 | 203 | 194.666 | 8.334 | 69.45556 | 0.356793 |
Other | 0.036 | 61 | 53.496 | 7.504 | 56.31002 | 1.052602 |
n= | 1486 | Sum= | 2.204646 |
a)
b) Here degrees of freedom are: 4
c) The Pvalue is 0.698 ### By using Excel command: =(CHIDIST(2.205,4))