Question

In: Statistics and Probability

When an anthropologist finds skeletal remains, they need to figure out the height of the person....

When an anthropologist finds skeletal remains, they need to figure out the height of the person. The height of a person (in cm) and the length of their metacarpal bone (in cm) were collected for 19 randomly selected sets of skeletal remains and are in the table below. Test at the 10% level for a positive correlation between length of metacarpal and height for sets of skeletal remains.

length of metacarpal height
41 162
48 174
46 173
42 165
46 175
43 177
43 170
38 157
47 172
51 180
42 161
50 178
44 171
42 175
49 185
40 155
40 160
48 183
44 173

T: Test Statistic

t = 6.63

O: Obtain the P-value

Report the final answer to 4 decimal places.

It is possible when rounded that a p-value is 0.0000

P-value = 0.0000

M: Make a decision

  • Since the p-value ≤_________  , we fail to reject H₀


S: State a conclustion

  • There is not is significant evidence to conclude there is a positive linear relation between length of metacarpal and height for all sets of skeletal remains with a length of metacarpal between ___________cm and ___________cm.

Solutions

Expert Solution

x y (x-x̅)² (y-ȳ)² (x-x̅)(y-ȳ)
41 162 11.70 78.18 30.25
48 174 12.81 9.97 11.30
46 173 2.49 4.66 3.41
42 165 5.86 34.13 14.14
46 175 2.49 17.29 6.57
43 177 2.02 37.92 -8.75
43 170 2.02 0.71 1.20
38 157 41.23 191.60 88.88
47 172 6.65 1.34 2.99
51 180 43.28 83.87 60.25
42 161 5.86 96.87 23.83
50 178 31.12 51.24 39.93
44 171 0.18 0.02 -0.07
42 175 5.86 17.29 -10.07
49 185 20.97 200.45 64.83
40 155 19.55 250.97 70.04
40 160 19.55 117.55 47.93
48 183 12.81 147.81 43.51
44 173 0.18 4.66 -0.91
ΣX ΣY Σ(x-x̅)² Σ(y-ȳ)² Σ(x-x̅)(y-ȳ)
total sum 844 3246 246.6315789 1346.526 489.263
mean 44.421 170.842 SSxx SSyy SSxy

correlation coefficient ,    r = Sxy/√(Sx.Sy) =   0.849

Ho:   ρ = 0  
Ha:   ρ > 0  
n=   19  
alpha,α =    0.1  
correlation , r=   0.8490  
t-test statistic = r*√(n-2)/√(1-r²) =        6.63


DF=n-2 =   17
p-value =    0.0000


Since the p-value ≤____α=0.10_____  , we reject H₀

There is significant evidence to conclude there is a positive linear


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