Question

In: Statistics and Probability

Part 1) The age distribution of the Canadian population and the age distribution of a random...

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.)

Solutions

Expert Solution

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))


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