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Read the following description of a data set.\newlineRod Diamond is a singer who appeals to an older demographic. For a comedy segment on a late night show, he asked random people on the street how old they were and how many of his songs they could name, if any.Rod noted the age of each person he spoke with, xx, and the number of songs each could name, yy.The least squares regression line of this data set is:y=0.113x+12.065y = 0.113x + 12.065\newlineComplete the following sentence:\newlineThe least squares regression line predicts that if a person is one year older, they will be able to name __\_\_ more songs.

Full solution

Q. Read the following description of a data set.\newlineRod Diamond is a singer who appeals to an older demographic. For a comedy segment on a late night show, he asked random people on the street how old they were and how many of his songs they could name, if any.Rod noted the age of each person he spoke with, xx, and the number of songs each could name, yy.The least squares regression line of this data set is:y=0.113x+12.065y = 0.113x + 12.065\newlineComplete the following sentence:\newlineThe least squares regression line predicts that if a person is one year older, they will be able to name __\_\_ more songs.
  1. Identify slope of regression line: Identify the slope of the least squares regression line from the given equation y=0.113x+12.065y = 0.113x + 12.065. The slope is the coefficient of xx, which in this case is 0.1130.113.
  2. Interpret slope: Interpret the slope. The slope of 0.1130.113 indicates that for each one year increase in age, a person will be able to name 0.1130.113 more songs according to the least squares regression line.

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