A financial analyst is examining the relationship between stock prices and earnings per share. She chooses fifteen publicly traded companies at random and records for each the company's current stock price and the company's earnings per share reported for the past 12 months. Her data are given below, with x denoting the earnings per share from the previous year, and y denoting the current stock price (both in dollars). Based on these data, she computes the least-squares regression line to be y=-0.237+0.045x. This line, along with a scatter plot of her data, is shown below. Earnings per share, Current stock price, x y (in dollars) (in dollars) 27.06 1.04 39.51 1.08 29.05 1.31 31.69 1.84 36.72 1.69 18.51 0.57 48.71 1.78 42.58 1.50 37.23 1.04 41.82 1.81 30.06 0.85 58.84 2.28 58.01 2.75 20.67 0.57 16.31 0.49 Send data to calc... v Send data to Excel Current stock price (in dollars) 2.5- 2- 14 0.5- 0 +F X xx X 10 20 30 40 50 60 Earnings per share (in dollars) x Based on the analyst's data and regression line, answer the following. (a) From the regression equation, what is the predicted current stock price (in dollars) when the earnings per share is 16.31 dollars? Round your answer to two or more decimal places. 0 (b) From the regression equation, what is the predicted current stock price (in dollars) when the earnings per share is 23.29 dollars? Round your answer to two or more decimal places. 0 X 5
A financial analyst is examining the relationship between stock prices and earnings per share. She chooses fifteen publicly traded companies at random and records for each the company's current stock price and the company's earnings per share reported for the past 12 months. Her data are given below, with x denoting the earnings per share from the previous year, and y denoting the current stock price (both in dollars). Based on these data, she computes the least-squares regression line to be y=-0.237+0.045x. This line, along with a scatter plot of her data, is shown below. Earnings per share, Current stock price, x y (in dollars) (in dollars) 27.06 1.04 39.51 1.08 29.05 1.31 31.69 1.84 36.72 1.69 18.51 0.57 48.71 1.78 42.58 1.50 37.23 1.04 41.82 1.81 30.06 0.85 58.84 2.28 58.01 2.75 20.67 0.57 16.31 0.49 Send data to calc... v Send data to Excel Current stock price (in dollars) 2.5- 2- 14 0.5- 0 +F X xx X 10 20 30 40 50 60 Earnings per share (in dollars) x Based on the analyst's data and regression line, answer the following. (a) From the regression equation, what is the predicted current stock price (in dollars) when the earnings per share is 16.31 dollars? Round your answer to two or more decimal places. 0 (b) From the regression equation, what is the predicted current stock price (in dollars) when the earnings per share is 23.29 dollars? Round your answer to two or more decimal places. 0 X 5
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
Transcribed Image Text:A financial analyst is examining the relationship between stock prices and earnings per share. She chooses fifteen publicly
traded companies at random and records for each the company's current stock price and the company's earnings per share
reported for the past 12 months. Her data are given below, with x denoting the earnings per share from the previous year,
and y denoting the current stock price (both in dollars). Based on these data, she computes the least-squares regression line
to be y=-0.237+0.045x. This line, along with a scatter plot of her data, is shown below.
Earnings per share, Current stock price,
X
y
(in dollars)
(in dollars)
27.06
1.04
39.51
1.08
29.05
1.31
31.69
1.84
36.72
1.69
18.51
0.57
48.71
1.78
42.58
1.50
37.23
1.04
41.82
1.81
30.06
0.85
58.84
2.28
58.01
2.75
20.67
0.57
16.31
0.49
Send data to calc... v Send data to Excel
Current stock price
(in dollars)
0.5-
0
X
Based on the analyst's data and regression line, answer the following.
xx
10 20 30 40 50 60
Earnings per share
(in dollars)
(a) From the regression equation, what is the predicted current stock price (in dollars) when
the earnings per share is 16.31 dollars? Round your answer to two or more decimal places.
0
(b) From the regression equation, what is the predicted current stock price (in dollars) when
the earnings per share is 23.29 dollars? Round your answer to two or more decimal places.
0
X
S
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