Chapter 4: Q. 4.133 (page 189)
The coefficient of determination of a set of data points is and the slope of the regression line is . Determine the linear correlation coefficient of the data.
Short Answer
The linear correlation coefficient
/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}
Learning Materials
Features
Discover
Chapter 4: Q. 4.133 (page 189)
The coefficient of determination of a set of data points is and the slope of the regression line is . Determine the linear correlation coefficient of the data.
The linear correlation coefficient
All the tools & learning materials you need for study success - in one app.
Get started for free
Road Grade. The grade of a road is defined as the distance it rises (or falls) to the distance it runs horizontally, usually expressed as a percentage. Consider a road with a positive grade, . Suppose that you begin driving on that road at an altitude
a. Find the linear equation that expresses the altitude, , when you have driven a distance, ,along the road. (Hint: Draw a graph and apply the Pythagorean Theorem
b. Identify and interpret the -intercept and slope of the linear equation in part (a).
c. Apply your results in parts (a) and (b) to a road with a grade and an initial altitude of . Express your answer for the slope to four decimal places.
d. For the road in part (c). what altitude will you reach after driving along the road?
e. For the road in part (c), how far along the road must you drive to reach an altitude of ?
Age and Price of Orions. In Table , we provided data on age and price for a sample of Orions between and years old. On the Weiss Stats site, we have given the ages and prices for a sample of Orions between and years old.
a. Obtain a scatterplot for the data.
b. Is it reasonable to find a regression line for the data? Explain your answer.
For which of the following sets of data points can you reasonably determine a regression line? Explain your answer.

Corvette Prices. Following are the age and price data for Corvettes from Exercise :

a. Compute SST,SSR,SSE
b. Compute the coefficient of determination
c. Determine the percentage of variation in the observed values of the response variable explained by the regression, and interpret your answer.
d. State how useful the regression equation appears to be for making predictions.
Corvette Prices. The Kelley Blue Book provides information on wholesale and retail prices of cars. Following are age and price data for 10 randomly selected Corvettes between 1 and 6 years old.
Here, denotes age, in years, and denotes price, in hundreds of dollars. For part (g). predict the prices of a 2 -year-old Corvette and a 3-year-old Corvette.

What do you think about this solution?
We value your feedback to improve our textbook solutions.