Question
There is a lot of interest in the relationship between studying music and studying math. We will look at some sample data that investigates this
There is a lot of interest in the relationship between studying music and studying math. We will look at some sample data that investigates this relationship. Below are the Math SAT scores from 8 students who studied music through high school and 11 students who did not. Test the claim that students who study music in high school have a higher average Math SAT score than those who do not. Test this claim at the 0.05 significance level.
Studied Music | No Music | ||
count | Math SAT Scores ( x 1 ) | Math SAT Scores ( x 2 ) | |
1 | 531 | 480 | |
2 | 576 | 535 | |
3 | 599 | 553 | |
4 | 578 | 537 | |
5 | 516 | 480 | |
6 | 549 | 513 | |
7 | 531 | 495 | |
8 | 602 | 556 | |
9 | 554 | ||
10 | 493 | ||
11 | 557 | ||
x | 560.25 | 523.00 | |
s 2 | 1086.21 | 992.80 | |
s | 32.96 | 31.51 | |
If you are using software, you should be able copy and paste the data directly into your software program.
(a) The claim is that the difference in population means is positive ( ? 1 ? ? 2 > 0). What type of test is this?
____This is a left-tailed test.
____This is a right-tailed test.
____ This is a two-tailed test.
(b) Use software to calculate the test statistic or use the formula t =
( x 1 ? x 2 ) ? ? | ||||||
|
where ? is the hypothesized difference in means from the null hypothesis. Round your answer to 2 decimal places.
t = ____
To account for hand calculations -vs- software, your answer must be within 0.01 of the true answer. (c) Use software to get the P-value of the test statistic. Round to 4 decimal places. P-value = ____ (d) What is the conclusion regarding the null hypothesis?
____reject H 0
____ fail to reject H 0
(e) Choose the appropriate concluding statement.
_____The data supports the claim that students who study music in high school have a higher average Math SAT score than those who do not.
_____There is not enough data to support the claim that students who study music in high school have a higher average Math SAT score than those who do not.
_____ We reject the claim that students who study music in high school have a higher average Math SAT score than those who do not.
_____We have proven that students who study music in high school have a higher average Math SAT score than those who do not.
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