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We assume that 80% of the children who perform well at school get a university degree later in their life. To verify this assumption, we
We assume that 80% of the children who perform well at school get a university degree later in their life. To verify this assumption, we conduct a small poll with 100 participants. Of those, 75 did well at school and then obtained a university degree.
In what follows, we would like to interpret the assumption above as a test problem, and use the likelihood ratio test statistic () to test for the null hypothesis H0.
- What statistical model would you use in the context of this study?
- Formulate an appropriate test problem, i.e., provide the hypotheses H0 and H1, to check for the assumption above.
- Derive the likelihood ratio test statistic (0). Note: No derivation of the corresponding likelihood function is required.
- Using the data above, determine the observed value (0) of the test statistic in (c).
- Using your result in (d), calculate the corresponding p-value to test H0 in the test problem formulated in (b).
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