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Read the following description of a data set.\newlineThe president of a book club is concerned about the low attendance at the club's most recent book discussion. She wonders whether the considerable length of the book is to blame.For each of the last few books that club members chose, the president notes the number of pages, xx, as well as the number of people who attended the discussion, yy.The least squares regression line of this data set is:y=0.018x+16.473y = -0.018x + 16.473\newlineComplete the following sentence:\newlineIf a book has one additional page, the least squares regression line predicts __\_\_ fewer people will attend the discussion.

Full solution

Q. Read the following description of a data set.\newlineThe president of a book club is concerned about the low attendance at the club's most recent book discussion. She wonders whether the considerable length of the book is to blame.For each of the last few books that club members chose, the president notes the number of pages, xx, as well as the number of people who attended the discussion, yy.The least squares regression line of this data set is:y=0.018x+16.473y = -0.018x + 16.473\newlineComplete the following sentence:\newlineIf a book has one additional page, the least squares regression line predicts __\_\_ fewer people will attend the discussion.
  1. Identify slope: Identify the slope of the regression line from the equation y=0.018x+16.473y = -0.018x + 16.473. The slope here is 0.018-0.018.
  2. Interpret slope: Interpret the slope: The slope of 0.018-0.018 means that for each additional page in the book, the predicted attendance at the book discussion decreases by 0.0180.018 people.

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