Math Problem Statement
An adviser is testing out a new online learning module for a placement test. They wish to test the claim that on average the new online learning module increased placement scores at a significance level of α = 0.05. For the context of this problem, μD=μnew–μold where the first data set represents the new test scores and the second data set represents old test scores. Assume the population is normally distributed.
H0: μD = 0
H1: μD < 0
You obtain the following paired sample of 19 students that took the placement test before and after the learning module:
New LM
Old LM
58.1
55.8
58.3
53.7
83.6
76.6
49.5
47.5
51.8
48.9
20.6
11.4
35.2
30.6
46.7
54
22.5
21
47.7
58.5
51.5
42.6
76.6
61.2
29.6
26.8
14.5
12.5
43.7
56.3
57
43.1
66.1
72.8
38.1
42.2
42.4
51.3
Choose the correct decision and summary and state the p-value. Question 1 options:
Do not reject H0, there is not enough evidence to support the claim that on average the new online learning module increased placement scores, the p-value = 0.4533.
Reject H0, there is enough evidence to support the claim that on average the new online learning module increased placement scores, the p-value = 0.4533.
Reject H0, there is not enough evidence to support the claim that on average the new online learning module increased placement scores, the p-value = 0.2266.
Do not reject H0, there is not enough evidence to support the claim that on average the new online learning module increased placement scores, the p-value = 0.2266
Solution
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Math Problem Analysis
Mathematical Concepts
Paired Sample t-Test
Hypothesis Testing
Statistical Significance
Formulas
t = (d̄ - μD) / (sd / √n)
p-value calculation based on t-statistic
Theorems
Central Limit Theorem
Student's t-distribution
Suitable Grade Level
Undergraduate Statistics
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