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An analysis of mat (martian aptitude test) scores for a sample of martian high school students. The calculation of the mean and standard deviation of the scores, as well as the creation of a stemplot to check for normality. The document also determines the sample size needed to achieve a margin of error of 0.5.
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Problem 1. Before they attend college, every Martian takes the MAT (Martian Aptitude Test). An SRS of Martian high school students is collected, and the results are below:
The population standard deviation of MAT scores is σ = 3. (a) We know for the SAT, that the scores are approximately normal. From this sample, does it appear that MAT scores are also approximately Normally distributed? Make a stemplot to check.
23 | 0 24 | 1 25 | 26 | 5 27 | 28 | 7 29 | 30 | 259 31 | 399 32 | 033677 33 | 0237 Actually, appears a bit left skewed. (However, the overall distribution may be Normal) (b) Assuming that it is in fact Normal, calculate a 90% confidence interval for the mean MAT score.
Calculating, we get ¯x = 30.84. For 90% confidence z∗^ = 1.645. There are 20 scores, so our confidence interval is
(c) What size sample do we need to collect to get the margin of error down to .5?
We use the formula n =
(z∗σ m
where m is margin of error.
n =
Since we can’t have a partial person, we round this up to 98.