2. A company leases animals, which have been trained to perform certain tasks, for use in the movie industry. The table below gives the number of tasks that each of nine monkeys in a random sample can...


2. A company leases animals, which have been trained to perform certain tasks, for use in<br>the movie industry. The table below gives the number of tasks that each of nine<br>monkeys in a random sample can perform, along with the number of years the<br>monkeys have been working with the company.<br>Name<br>Halie Fred SuSu Henri<br>Jo<br>Peep Cleo<br>Jeep<br>Mag<br>Years (x)<br>10<br>8<br>6.5<br>6<br>1.5<br>0.5<br>0.5<br>0.4<br>Tasks (y)<br>28<br>24<br>28<br>28<br>27<br>23<br>15<br>6<br>23<br>The random variable Y, denotes the number of tasks and X, the number of years for each<br>monkey, i = 1,.,9.<br>a. Calculate the least squares simple linear regression line. (Hint: Use the regression<br>function in your calculator.)<br>b. Suppose the company receives a new 15-year-old monkey named Layla. Calculate the<br>predicted number of tasks that Layla can perform.<br>c. What is the technique used in b) called?<br>d. Using the fitted regression line, calculate the residual of SuSu's data.<br>e. Suppose that more data became available and the following standardised residual plot<br>was obtained.<br>2.<br>o8<br>o o<br>5<br>10<br>15<br>20<br>25<br>Tasks (x)<br>Based on the residual plot, comment on the adequacy of the fitted linear regression model.<br>Standardised Residuals<br>

Extracted text: 2. A company leases animals, which have been trained to perform certain tasks, for use in the movie industry. The table below gives the number of tasks that each of nine monkeys in a random sample can perform, along with the number of years the monkeys have been working with the company. Name Halie Fred SuSu Henri Jo Peep Cleo Jeep Mag Years (x) 10 8 6.5 6 1.5 0.5 0.5 0.4 Tasks (y) 28 24 28 28 27 23 15 6 23 The random variable Y, denotes the number of tasks and X, the number of years for each monkey, i = 1,.,9. a. Calculate the least squares simple linear regression line. (Hint: Use the regression function in your calculator.) b. Suppose the company receives a new 15-year-old monkey named Layla. Calculate the predicted number of tasks that Layla can perform. c. What is the technique used in b) called? d. Using the fitted regression line, calculate the residual of SuSu's data. e. Suppose that more data became available and the following standardised residual plot was obtained. 2. o8 o o 5 10 15 20 25 Tasks (x) Based on the residual plot, comment on the adequacy of the fitted linear regression model. Standardised Residuals

Jun 10, 2022
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