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Likurg_2 [28]
3 years ago
6

The regression equation y = 1.3x + 6.8 approximates the number of minutes it takes an employee to drive to work, y, given the nu

mber of miles the employeehas to drive, x. Which statement is true? For every extra mile an employee drives, the driving time increases by 6.8 minutes. For every extra mile an employee drives, the driving time increases by 1.3 minutes. For every extra minute an employee drives, the distance increases by 6.8 minutes. For every extra minute an employee drives, the distance increases by 1.3 minutes. For every extra mile an employee drives, the driving time increases by 1.3 minutes
Mathematics
1 answer:
Rama09 [41]3 years ago
5 0

Answer:

for every extra mile an employee drives, the driving time increases by 1.3 minutes

Step-by-step explanation:

Step 1: The given regression equation y = 1.3x + 6.8, where "x" is the number of miles and "y" is the time taken.

Step 2: Here the constant 6.8 remains the same. For each extra mile, the time increases by 1.3

For example, let's take x = 2 miles, the time taken y = 1.3(2) + 6.8

= 2.6 + 6.8

y = 9.4

Let's take x = 3, the time taken y = 1.3(3) + 6.8

= 3.9 + 6.8

y =10.7

You can see the difference in the timing by 1.3.

Therefore, for each extra mile, the time is increases by 1.3 minutes.

Thank you.

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In a regression analysis involving 30 observations, the following estimated regressionequation was obtained.y^ =17.6+3.8x 1 −2.3
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(a) There is a significant relationship between y and x_1, x_2, x_3, x_4

(b) SSE_{(x_1 ,x_2 ,x_3 ,x_4) }= 45

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Solving (a): Test of significance

We have:

H_o : There is no significant relationship between y and x_1, x_2, x_3, x_4

H_a : There is a significant relationship between y and x_1, x_2, x_3, x_4

First, we calculate the t-score using:

t = \frac{SSR}{p} \div \frac{SST - SSR}{n - p - 1}

t = \frac{1760}{4} \div \frac{1805- 1760}{30 - 4 - 1}

t = 440 \div \frac{45}{25}

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Next, we calculate the p value from the t score

Where:

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The p value when t = 244.44 and df = 25 is:

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To calculate SSE, we use:

SSE = SST - SSR

Given that:

SSR = 1760 ----------- (x_1 ,x_2 ,x_3 ,x_4)

SST = 1805

So:

SSE_{(x_1 ,x_2 ,x_3 ,x_4)} = 1805 - 1760

SSE_{(x_1 ,x_2 ,x_3 ,x_4) }= 45

Solving (c): SSE(x_2 ,x_3)

To calculate SSE, we use:

SSE = SST - SSR

Given that:

SSR = 1705 ----------- (x_2 ,x_3)

SST = 1805

So:

SSE_{(x_2,x_3)} = 1805 - 1705

SSE_{(x_2,x_3)} = 100

Solving (d): F test of significance

The null and alternate hypothesis are:

We have:

H_o : x_1 and x_4 are not significant

H_a : x_1 and x_4 are significant

For this model:

y =11.1 -3.6x_2+8.1x_3

SSE_{(x_2,x_3)} = 100

SST = 1805

SSR_{(x_2 ,x_3)} = 1705

SSE_{(x_1 ,x_2 ,x_3 ,x_4) }= 45

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t = \frac{100-45}{2} \div \frac{45}{30 - 4 - 1}

t = \frac{55}{2} \div \frac{45}{25}

t = 27.5 \div 1.8

t = 15.28

Next, we calculate the p value from the t score

Where:

df = n - p - 1

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The p value when t = 15.28 and df = 25 is:

p =0

So:

p < \alpha i.e. 0 < 0.05

<em>Hence, we reject the null hypothesis</em>

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\huge\text{Hey there!}

\huge\textbf{Equation \#1.}

\mathsf{|-8| + 9 = }

\huge\textbf{Random note:}

\textsf{The additive inverse of }\mathsf{|-8|}\textsf{ is positive 8.}

\huge\textbf{Solving for the equation:}

\mathsf{|-8| + 9}

\mathsf{= \bold 8 + 9}

\mathsf{= 17}

\huge\textbf{Therefore, your answer should be:}

\huge\boxed{\frak{17}}\huge\checkmark

\huge\textbf{Equation \#2.}

\mathsf{|-8 + 9| =}

\huge\textbf{Random note:}

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\huge\text{Good luck on your assignment \& enjoy your day!}

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