In: Statistics and Probability
Listed below are the overhead widths (in cm) of seals measured from photographs and the weights (in kg) of the seals. Construct a scatterplot, find the value of the linear correlation coefficient r, and find the critical values of r using
alphaαequals=0.010.01.
Is there sufficient evidence to conclude that there is a linear correlation between overhead widths of seals from photographs and the weights of the seals?
Overhead Width |
7.17.1 |
7.77.7 |
9.69.6 |
9.49.4 |
8.88.8 |
8.18.1 |
|
---|---|---|---|---|---|---|---|
Weight |
112112 |
197197 |
241241 |
205205 |
202202 |
179179 |
Click here to view a table of critical values for the correlation coefficient.
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Construct a scatterplot. Choose the correct graph below.
A.
710100300width (cm)weight (kg)
A scatterplot has a horizontal scale labeled “width in centimeters” from 7 to 10 in increments of 0.5 and a vertical scale labeled “weight in kilograms” from 100 to 300 in increments of 20. Six points are plotted with approximate coordinates as follows: (7.4, 160); (7.6, 195); (8.2, 200); (8.9, 220); (9.3, 205); (9.9, 290).
B.
710100300width (cm)weight (kg)
A scatterplot has a horizontal scale labeled “width in centimeters” from 7 to 10 in increments of 0.5 and a vertical scale labeled “weight in kilograms” from 100 to 300 in increments of 20. Six points are plotted with approximate coordinates as follows: (7.1, 290); (7.7, 205); (8.1, 220); (8.8, 200); (9.4, 195); (9.6, 160).
C.
710100300width (cm)weight (kg)
A scatterplot has a horizontal scale labeled “width in centimeters” from 7 to 10 in increments of 0.5 and a vertical scale labeled “weight in kilograms” from 100 to 300 in increments of 20. Six points are plotted with approximate coordinates as follows: (7.1, 110); (7.7, 195); (8.1, 180); (8.8, 200); (9.4, 205); (9.6, 240).
D.
710100300width (cm)weight (kg)
A scatterplot has a horizontal scale labeled “width in centimeters” from 7 to 10 in increments of 0.5 and a vertical scale labeled “weight in kilograms” from 100 to 300 in increments of 20. Six points are plotted with approximate coordinates as follows: (7.4, 240); (7.6, 205); (8.2, 200); (8.9, 180); (9.3, 195); (9.9, 110).The linear correlation coefficient r is
nothing.
(Round to three decimal places as needed.)
The critical values are
requals=nothing.
(Round to three decimal places as needed. Use a comma to separate answers as needed.)
Because the absolute value of the linear correlation coefficient is
▼
less
greater
than the positive critical value, there
▼
is
is not
sufficient evidence to support the claim that there is a linear correlation between overhead widths of seals from photographs and the weights of the seals for a significance level of
alphaαequals=0.010.01.
Click to select your answer(s).
1. The correct option is C, i.e.
A scatterplot has a horizontal scale labeled “width in centimeters” from 7 to 10 in increments of 0.5 and a vertical scale labeled “weight in kilograms” from 100 to 300 in increments of 20. Six points are plotted with approximate coordinates as follows: (7.1, 110); (7.7, 195); (8.1, 180); (8.8, 200); (9.4, 205); (9.6, 240).
2. The linear correlation coefficient r is 0.855
(The calculations and Scatter plot are provided below)
3. degree of freedom, d = no. of observations - 2 = 6-2 = 4
So, critical value at (d=4) and (α=0.01) = 4.602 ( Obtained from a t-distribution table)
4. Because the absolute value of the linear correlation coefficient is less than the positive critical value, there
is sufficient evidence to support the claim that there is a linear correlation between overhead widths of seals from photographs and the weights of the seals for a significance level of α=0.010.01.
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