Answer IN R CODE please. Using the data below,
Create a scatterplot of y vs x (show this) and
fit it a simple linear regression model using y as the response and
plot the regression line (with the data). Show this as well. Test
whether x is a significant predictor and create a 95% CI around the
slope coefficient. What does the coefficient of determinations
represent?
For x=20, create a CI for E(Y|X=20). Show this.
For x=150, can you use...
Consider the following data for two variables, x and
y.
x
9
32
18
15
26
y
10
19
22
17
23
(a) Develop an estimated regression equation for the data of the
form ŷ = b0 +
b1x. (Round
b0 to two decimal places and
b1 to three decimal places.)
ŷ =
Comment on the adequacy of this equation for predicting
y. (Use α = 0.05.)
The high p-value and low coefficient of determination
indicate that the equation is...
Consider the following data for two variables, x and
y.
x
9
32
18
15
26
y
10
19
21
17
23
(a)Develop an estimated regression equation for the data of the
form ŷ = b0 +
b1x. (Round
b0 to two decimal places and
b1 to three decimal places.)
ŷ =____
(b)Develop an estimated regression equation for the data of the
form ŷ = b0 +
b1x +
b2x2.
(Round b0 to two decimal places and
b1 to three...
Consider the following data for two variables, x and
y.
x
9
32
18
15
26
y
9
19
21
17
22
(a) Develop an estimated regression equation for the data of the
form ŷ = b0 +
b1x. (Round
b0 to two decimal places and
b1 to three decimal places.)
ŷ =
Comment on the adequacy of this equation for predicting
y. (Use α = 0.05.)
The high p-value and low coefficient of determination
indicate that the equation is inadequate...
1) Consider the following data for two variables, x and
y.
x
9
32
18
15
26
y
10
20
21
17
21
(a) Develop an estimated regression equation for the data of the
form
ŷ = b0 +
b1x.
(Round b0 to two decimal places and
b1 to three decimal
places.) ŷ =
2)
A statistical program is recommended.
A study investigated the relationship between audit delay
(Delay), the length of time from a company's fiscal year-end to the
date...
Answer IN R CODE to get the following. Using the data below,
Create a scatterplot of y vs x
Fit a simple linear regression model using y as the response
and plot the regression line (with the data)
Test whether x is a significant predictor and create a 95% CI
around the slope coefficient.
Report and interpret the coefficient of determination.
For x=20, create a CI for E(Y|X=20).
For x=150, can you use the model to estimate E(Y|X=150)?
Discuss.
Does...
Data from 5.7:
Problem Set 5.7: Scatterplot in SPSS
Criterion: Create a scatterplot using
SPSS.
Data: Dr T wanted to see if mindfulness
training is related to stress levels. He recruited 10 participants
to undergo mindfulness training and examined their reported stress
levels on the DRT Stress Inventory. These were his results:
Minutes of Mindfulness Training
DRT Stress Inventory Score
61
8
122
6
201
3
133
9
55
7
329
1
10
9
1
10
93
7
144
5...
Given are data for two variables, x and y.
xi
6
11
15
18
20
yi
7
7
13
21
30
(a)
Develop an estimated regression equation for these data. (Round
your numerical values to two decimal places.)
ŷ =
(b)Compute the residuals. (Round your answers to two decimal
places.)
xi
yi
Residuals
6
7
11
7
15
13
18
21
20
30
(c)Develop a plot of the residuals against the independent
variable x.
a) A residual plot has 5...
Given are data for two variables, x and y.
xi 6 11 15 18 20
yi 6 8 12 20 30
Use the facts that ̄x= 14, ̄y= 15.2, ˆy=−7.02 + 1.59x, Σ(xi −
̄x)^2 = 126, and s= 4.88.
a. Compute the residuals.
b. Plot the residuals against x. Do the assumptions about the
error terms seem to be satisfied?
c. Compute the standardized residuals.
Given are data for two variables, x and y.
xi
6
11
15
18
20
yi
5
9
12
19
30
(a) Develop an estimated regression equation for these data.
(Round your numerical values to two decimal places.)
ŷ =
(b) Compute the residuals. (Round your answers to two decimal
places.)
xi
yi
Residuals
6
5
11
9
15
12
18
19
20
30
(d) Compute the standardized residuals. (Round your answers to
two decimal places.)
xi
yi
Standardized
Residuals...