Try it on paper first. A hint, the key idea and the worked solution are here when you need them.
A study of two variables gives the two regression lines and . One of them is the line of on and the other is the line of on , but nobody wrote down which. The standard deviation of is . A student decides that the assignment can be found from the fact that the product of the two regression coefficients is at most . Find the means of and , decide which line is which, find , and find the standard deviation of .
and . The line of on is . Both lines pass through , and .
Have you tried it?
Work it out on paper first. It is fine to get stuck or make a mistake: that is how we learn. When you are ready, go through the solution one step at a time, and check each step against your own.
Step 1. The means. Solving and gives and . So and .
Step 2. Try an assignment. Take the first line as on . Then and . The second line is then on : , so . The product is , so this assignment is possible.
Step 3. The other assignment. It would give and , with product . This is impossible.
Step 4. The correlation. , positive because both coefficients are positive.
Step 5. The spread of . gives , so .
Answer: , , and .
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