How to Estimate and Predict IQ Scores at Age 35 Based on Age 18 Scores

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SUMMARY

This discussion focuses on estimating and predicting IQ scores at age 35 based on scores obtained at age 18. The average IQ score at both ages is approximately 100 with a standard deviation of 15, and the correlation coefficient (r) is 0.80. To estimate the average score for individuals who scored 115 at age 18, the regression line formula y = (SDy / SDx) * r * x + b is applied. The distinction between estimating for a group (part a) and predicting for an individual (part b) is clarified, emphasizing the different contexts of the two questions.

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Homework Statement



... a Statistics problem ...

Homework Equations



... but it involves ...

The Attempt at a Solution



... enough math that I think it will fly here.

In a study of the stability of IQ scores, a large group of individuals is tested once at age 18 and again at age 35. The following results are obtained

age 18: average score ≈100, SD ≈ 15
age 35: average score ≈ 100, SD ≈ 15, r ≈ 0.80

(a) Estimate the average score at age 35 for all the individuals who scored 115 at age 18
(b) Predict the score at age 35 for an individual who scored 115 at age 19


So ... I know to use the regression line y = (SDy / SDx) * r * x + b , to estimate with an accuracy of +/- √(1-r2) * SDy, but it is that what is being asked in (a) or is it being asked in (b)? And then what's the other asking? What's the difference "estimate" and "predict", "individual" and "individuals", in terms of this problem
 
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What is r in this problem?
 
Jamin2112 said:
age 18: average score ≈100, SD ≈ 15
age 35: average score ≈ 100, SD ≈ 15, r ≈ 0.80

(a) Estimate the average score at age 35 for all the individuals who scored 115 at age 18
(b) Predict the score at age 35 for an individual who scored 115 at age 19[/B]

So ... I know to use the regression line y = (SDy / SDx) * r * x + b , to estimate with an accuracy of +/- √(1-r2) * SDy, but it is that what is being asked in (a) or is it being asked in (b)? And then what's the other asking? What's the difference "estimate" and "predict", "individual" and "individuals", in terms of this problem

Isn't the difference between (a) and (b) just that (a) has x=18 while (b) has x=19? Or maybe I'm overlooking something.
 

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