a-2. Review the correlation coefficients for the independent variables. Do they indicate multicollinearity? (Round your answer to 3 decimal places.) The correlation between the independent variables is That is not multicollinearity

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
I need help with A1, A2 and B
Check my worke
An investment advisor is studying the relationship between a common stock's price to earnings (P/E) ratio and factors that she thinks
would influence it. She has the following data on the earnings per share (EPS) and the dividend percentage (Yield) for a sample of 20
stocks.
Stock
P/E
EPS
Yield
$2.46
2.69
1.
20.79
1.42
3.03
4.05
89
-0.28
4.16
1.27
3.39
3.
44.46
41.72
18.96
-0.45
1.60
2.32
4.
6.
18.42
3.86
34.82
30.43
0.81
2.13
2.22
4.56
8.
1.62
6.
29.97
5.10
10
10.86
1.44
1.17
ces
1.35
25.43
22.14
11
2.93
2.59
2.07
2.19
1.04
3.52
1.56
2.23
12
13
14
24.21
-0.83
15
30.91
2.29
16
35.79
1.64
3.36
17
18.99
3.07
1.98
18
30.21
1.71
3.07
19
32.88
0.35
0.35
2.21
20
15.19
5.02
3.50
Click here for the Excel Data File
a-1. Compute and report the correlation matrix. (Negative amounts should be indicated by a minus sign. Round your answers to 3
decimal places.)
PIE
EPS
Yield
PIE
1.
EPS
aw
< Prev
6 of 10
Next >
Kation
MacBook Air
900
FA
Transcribed Image Text:Check my worke An investment advisor is studying the relationship between a common stock's price to earnings (P/E) ratio and factors that she thinks would influence it. She has the following data on the earnings per share (EPS) and the dividend percentage (Yield) for a sample of 20 stocks. Stock P/E EPS Yield $2.46 2.69 1. 20.79 1.42 3.03 4.05 89 -0.28 4.16 1.27 3.39 3. 44.46 41.72 18.96 -0.45 1.60 2.32 4. 6. 18.42 3.86 34.82 30.43 0.81 2.13 2.22 4.56 8. 1.62 6. 29.97 5.10 10 10.86 1.44 1.17 ces 1.35 25.43 22.14 11 2.93 2.59 2.07 2.19 1.04 3.52 1.56 2.23 12 13 14 24.21 -0.83 15 30.91 2.29 16 35.79 1.64 3.36 17 18.99 3.07 1.98 18 30.21 1.71 3.07 19 32.88 0.35 0.35 2.21 20 15.19 5.02 3.50 Click here for the Excel Data File a-1. Compute and report the correlation matrix. (Negative amounts should be indicated by a minus sign. Round your answers to 3 decimal places.) PIE EPS Yield PIE 1. EPS aw < Prev 6 of 10 Next > Kation MacBook Air 900 FA
a-2. Review the correlation coefficients for the independent variables. Do they indicate multicollinearity? (Round your answer to 3
decimal places.)
The correlation between the independent variables is
. That is
not multicollinearity
es
b. Compute and report a multiple regression equation with P/E as the dependent variable. (Round your answers to 2 decimal places
and Constant Coef value to 1 decimal place.)
P/E =
EPS +
Yield,
c. Apply the stepwise procedure to remove insignificant independent variables. Report the regression equation. (Round your answers
MacBook Ai
Transcribed Image Text:a-2. Review the correlation coefficients for the independent variables. Do they indicate multicollinearity? (Round your answer to 3 decimal places.) The correlation between the independent variables is . That is not multicollinearity es b. Compute and report a multiple regression equation with P/E as the dependent variable. (Round your answers to 2 decimal places and Constant Coef value to 1 decimal place.) P/E = EPS + Yield, c. Apply the stepwise procedure to remove insignificant independent variables. Report the regression equation. (Round your answers MacBook Ai
Expert Solution
Step 1
  • Correlation matrix is a table which gives correlation coefficient between variables.
  • Each cell in the table gives correlation between two variables.

Adding data in R

PE=c(20.79,3.03,44.46,41.72,18.96,18.42,34.82,30.43,29.97,10.86,1.35,25.43,22.14,24.21,30.91,35.79,18.99,30.21,32.88,15.19)
EPS=c(2.46,2.69,-0.28,-0.45,1.60,2.32,0.81,2.13,2.22,1.44,2.93,2.07,2.19,-0.83,2.29,1.64,3.07,1.71,0.35,5.02)
Y=c(1.42,4.05,4.16,1.27,3.39,3.86,4.56,1.62,5.10,1.17,2.59,1.04,3.52,1.56,2.23,3.36,1.98,3.07,2.21,3.50)   # Yield

trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 4 steps

Blurred answer
Knowledge Booster
Anova and Design of Experiments
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman