Tricky stats question from assignment

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Homework Help Overview

The discussion revolves around a statistics problem involving the analysis of SAT score changes for a group of 265 students who hired a tutor. The problem requires constructing confidence intervals for Math and Verbal score changes based on provided means and standard deviations, as well as comparing the likelihood of a significant score increase.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the application of the Central Limit Theorem (CLT) and the construction of confidence intervals despite the absence of a traditional mean score. Questions arise regarding how to interpret the mean change in scores and its implications for the problem.

Discussion Status

Some participants are exploring the relationship between the mean change in scores and the application of statistical concepts like the CLT. There is acknowledgment of the confusion stemming from the lack of direct examples in their coursework, and some guidance has been offered regarding the interpretation of the mean change as a typical mean.

Contextual Notes

Participants note that they have not covered confidence intervals or the Central Limit Theorem in their lectures, which contributes to their uncertainty in approaching the problem. There is a recognition that the problem's structure differs from previous examples encountered in their studies.

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Homework Statement


265 students hire a tutor to help them improve their scores on the SAT test. The results are summarized in Math and Verbal score changes.

Math: Mean change in score = 19, Standard Deviation of score changes = 65
Verbal: Mean change in score = 7, Standard Deviation of score changes = 49.

a) Suppose one of the 265 students is selected at random, give an interval that is likely to contain the students change in the Math Score. I have to do the same for the Verbal as well.

b) Suppose that randomly selected student increased their score on one of the tests by 140 points, which is more likely to be have that increase/why?

Homework Equations


No mean is given, this is where I have become a little stumped. All the questions to date have included a mean (for example the mean score of the 265 students). This question gives me the mean change in score, then the std. deviation of those score changes.


The Attempt at a Solution



I am having trouble making an attempt, not exactly sure where to start.

Any help would be appreciated... thanks!
 
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Why stumped? You have a statistic --the change in score-- and you know its(sampling) mean and standard deviation, so, using the CLT, given a sample size of 265, you can construct a confidence interval for the change in score.
 
Thanks for the response. Going over what you said makes sense and I am now going to give it a shot.

Reason I have been stumped with it, we have not been lectured on (I went over my notes, notes in the chapters we are responsible to do, and the power points posted to date) and we have not learned Central Limit Theorem, nor how to construct a confidence interval.

I found the information in the following chapter about CLT and looking for how to construct a confidence interval now...
 
If not, let us know what material you have covered.
 
sure, looking at it it does look like CLT was covering a little in the book but in every example in the book/notes the mean is given (or the direct data points to calculate it). So a question that does not give a mean, rather a mean change in score, I was not sure how to exactly apply the CLT to it.

The confidence intervals have not been covered at all but I think I may have got it.
 
But the mean change in score change is just like any other mean in height, weight, prize, etc. You just examine the individual score changes and find the mean of the collection.
 
Still having some trouble with starting this one out, every question I have done to date has been different, I am not getting how to use the CLT in this case without a mean score given.

Anyone have an example they could lead me to that is similar to this question or perhaps show me how to start this one out? I've been watching some videos and other material but not come across an example quite like this.

Thanks again!
 

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