Assume you have noted the following prices for paperback

Question

Linear Regression and Correlation

Please show me how you arrive to the answers.

Question 1: Assume you have noted the following prices for paperback books and the number of pages that each book contains.

Develop a least-squares estimated regression line.

1. Compute the coefficient of determination and explain its meaning.

2. Compute the correlation coefficient between the price and the number of pages. Test to see if x and y are related. Use α = 0.10.

Question 2:

The following data represent a company's yearly sales volume and its advertising expenditure over a period of 8 years.

1. Develop a scatter diagram of sales versus advertising and explain what it shows regarding the relationship between sales and advertising.

2. Use the method of least squares to compute an estimated regression line between sales and advertising.

3. If the company's advertising expenditure is $400,000, what are the predicted sales? Give the answer in dollars.

4. What does the slope of the estimated regression line indicate?

Answer 1

For the company's yearly sales volume and its advertising expenses, you have to consider the data representing company's yearly sales volume and its advertising expenditure over a period of approximately 8 years. Q1. Build up a scatter diagram of sales versus advertising and describe what it represents regarding the relationship between the sales and advertising. Q2. Make use of the method of least squares to calculate an estimated regression line between the sales and advertising. Q3. If the company's advertising expenses are $400,000, determine what are the predicted sales? Provide the answer in dollars. Q4. Illustrate what does the slope of the estimated regression line point out?