A runner times herself to see how long it takes her to run different distances. The table shows the runner's times (in minutes) for running several distances (in miles). Miles 1 2 3 4 6 8 10 12 Time 7 16 30 35 57 75 106 132 What is the correlation coefficient of the set of data? Round your answer to the nearest thousandth. A. 0.599 B. 0.996 C. 0.021 D. negative 0 point 997

Asap! Thanks!

Answers

Answer 1

Answer:

its b

Step-by-step explanation:

Answer 2

The correlation coefficient of the set of data is 0.9957.

What is coefficient correlation? What is the general equation of a Straight line?

Correlation coefficient measures the strength and direction of the relationship between two variables. Following is the formula to calculate the correlation coefficient -

[tex]$r =\frac{\sum\left(x_{i}-\bar{x}\right)\left(y_{i}-\bar{y}\right)}{\sqrt{\sum\left(x_{i}-\bar{x}\right)^{2} \sum\left(y_{i}-\bar{y}\right)^{2}}}[/tex]

r → correlation coefficient.

[tex]$x_{i}[/tex] → values of the x-variable in a sample.

[tex]$\bar{x}[/tex] → mean of the values of the x-variable.

[tex]$y_{i}[/tex] → values of the y-variable in a sample.

[tex]$\bar{y}[/tex] → mean of the values of the y-variable.

The general equation of a straight line is -

y = mx + c

Other possible equations of lines are -

(y - y₁) = m(x - x₁)                                {Point - slope form}(y - y₁) = (y₂ - y₁) × (x - x₁)/(x₂ - x₁)       {Two point - slope form}x/a + y/b = 1                                         {intercept form}x cos(β) + y sin(β) = L                          {Normal form}

We have a runner times herself to see how long it takes her to run different distances. The table shows the runner's times (in minutes) for running several distances (in miles) -

Miles -

1  2  3  4  6  8  10  12

Time -

7  16  30  35  57  75  106  132

The calculations are given below -

[X  -  Mₓ]

- 4.750

- 3.750

- 2.750

- 1.750

 0.250

 2.250

 4.250

 6.250

Mₓ = 5.750

[Y  -  My]

- 50.250

- 41.250

- 27.250

- 22.250

- 0.250

 17.750

 48.750

 74.750

My = 57.250

[X  -  Mₓ]²

22.562

14.062

7.562

3.062

0.062

5.062

18.062

39.062

Sum = 109.500

[Y  -  My]²

2525.062

1701.562

742.562

495.062

0.062

315.062

2376.562

5587.562

Sum = 13743.500

(X - Mₓ)(Y - My)

238.688

154.688

74.938

38.938

- 0.062

39.938

207.188

467.188

Sum = 1221.500

Finding [X] - Values -

∑ = 46Mean = 5.75∑(X - Mₓ)² = SSₓ = 109.5

Finding [Y] - Values -

∑ = 458Mean = 57.25∑(Y - My)² = SSy = 13743.5

[X] and [Y] Combined

N = 8∑(X - Mx)(Y - My) = 1221.5

R Calculation

r = ∑((X - My)(Y - Mₓ)) / √((SSₓ)(SSy))

r = 1221.5 / √((109.5)(13743.5)) = 0.9957

r = 0.9957

Therefore, the correlation coefficient of the set of data is 0.9957.

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