The following data represents the rate of return of the stock exchange (x) and the rate of return of a certain stock (y). The equation of the least squares regression line is y = 0.9764x + 0.5975 and the standard error of the estimate is 2 Answer parts (a)-(d). x | 0.23 0.94 1.40 3.86 3.25 - 2.53 1.89 - 1.91 - 2.01 3.00 0.90 O y 1.21 - 0.57 – 0.59 5.89 5.90 - 2.58 0.06 1.78 0.06 5.79 - 1.57 (a) What is the mean rate of return for the stock if the rate of return of the S&P 500 is 3.86%? y=% (Round to one decimal place as needed.) (b) Construct a 90% confidence interval about the mean rate of return of y if x= 3.86%. Lower Bound Upper Bound (Round to one decimal place as needed.) (c) Predict the rate of return of the stock if the rate of return on the S&P 500 for a randomly selected month is 3.86%. y%3 % (Round to one decimal place as needed.) (d) Construct a 90% prediction interval about the rate of return of y if x = 3.86%. Lower Bound %3D Upper Bound %3D (Round to one decimal place as needed.)

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
Problem 34EQ
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The following data represents the rate of return of the stock exchange (x) and the rate of return of a certain stock (y). The equation of the least squares regression line is y = 0.9764x + 0.5975 and the standard error of the estimate is 2.3
Answer parts (a)-(d).
X 0.23 0.94
y 1.21 - 0.57 - 0.59 5.89 5.90 - 2.58 0.06 1.78 0.06 5.79 - 1.57
1.40 3.86 3.25 -2.53 1.89 - 1.91 - 2.01 3.00 0.90 D
(a) What is the mean rate of return for the stock if the rate of returm of the S&P 500 is 3.86%?
y = % (Round to one decimal place as needed.)
(b) Construct a 90% confidence interval about the mean rate of return of y if x = 3.86%.
Lower Bound
Upper Bound
%
(Round to one decimal place as needed.)
(c) Predict the rate of return of the stock if the rate of return on the S&P 500 for a randomly selected month is 3.86%.
y = % (Round to one decimal place as needed.)
(d) Construct a 90% prediction interval about the rate of return of y if x = 3.86%.
Lower Bound
%
Upper Bound
(Round to one decimal place as needed.)
Transcribed Image Text:The following data represents the rate of return of the stock exchange (x) and the rate of return of a certain stock (y). The equation of the least squares regression line is y = 0.9764x + 0.5975 and the standard error of the estimate is 2.3 Answer parts (a)-(d). X 0.23 0.94 y 1.21 - 0.57 - 0.59 5.89 5.90 - 2.58 0.06 1.78 0.06 5.79 - 1.57 1.40 3.86 3.25 -2.53 1.89 - 1.91 - 2.01 3.00 0.90 D (a) What is the mean rate of return for the stock if the rate of returm of the S&P 500 is 3.86%? y = % (Round to one decimal place as needed.) (b) Construct a 90% confidence interval about the mean rate of return of y if x = 3.86%. Lower Bound Upper Bound % (Round to one decimal place as needed.) (c) Predict the rate of return of the stock if the rate of return on the S&P 500 for a randomly selected month is 3.86%. y = % (Round to one decimal place as needed.) (d) Construct a 90% prediction interval about the rate of return of y if x = 3.86%. Lower Bound % Upper Bound (Round to one decimal place as needed.)
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