51% of students entering four-year colleges receive a degree within six years. Is this percent smaller...

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51% of students entering four-year colleges receive a degreewithin six years. Is this percent smaller than for students whoplay intramural sports? 123 of the 292 students who playedintramural sports received a degree within six years. What can beconcluded at the level of significance of αα = 0.01?

  1. For this study, we should use Select an answer t-test for apopulation mean z-test for a population proportion
  2. The null and alternative hypotheses would be:
    Ho: ? p μ  Select an answer > < ≥ ≠ ≤=   (please enter a decimal)   
    H1: ? p μ  Select an answer = ≥ > < ≠≤   (Please enter a decimal)
  1. The test statistic ? z t  =  (please showyour answer to 3 decimal places.)
  2. The p-value =  (Please show your answer to 4 decimalplaces.)
  3. The p-value is ? ≤ >  αα
  4. Based on this, we should Select an answer accept fail to rejectreject  the null hypothesis.
  5. Thus, the final conclusion is that ...
    • The data suggest the population proportion is not significantlysmaller than 51% at αα = 0.01, so there is sufficient evidence toconclude that the population proportion of students who playedintramural sports who received a degree within six years is equalto 51%.
    • The data suggest the populaton proportion is significantlysmaller than 51% at αα = 0.01, so there is sufficient evidence toconclude that the population proportion of students who playedintramural sports who received a degree within six years is smallerthan 51%
    • The data suggest the population proportion is not significantlysmaller than 51% at αα = 0.01, so there is not sufficient evidenceto conclude that the population proportion of students who playedintramural sports who received a degree within six years is smallerthan 51%.
  6. Interpret the p-value in the context of the study.
    • There is a 51% chance of a Type I error.
    • There is a 0.12% chance that fewer than 51% of all students whoplayed intramural sports graduate within six years.
    • If the sample proportion of students who played intramuralsports who received a degree within six years is 42% and if another292 such students are surveyed then there would be a 0.12% chanceof concluding that fewer than 51% of all students who playedintramural sports received a degree within six years.
    • If the population proportion of students who played intramuralsports who received a degree within six years is 51% and if another292 students who played intramural sports are surveyed then therewould be a 0.12% chance fewer than 42% of the 292 students surveyedreceived a degree within six years.
  7. Interpret the level of significance in the context of thestudy.
    • There is a 1% chance that the proportion of all students whoplayed intramural sports who received a degree within six years issmaller than 51%.
    • If the population proportion of students who played intramuralsports who received a degree within six years is 51% and if another292 students who played intramural sports are surveyed then therewould be a 1% chance that we would end up falsely concluding thatthe proportion of all students who played intramural sports whoreceived a degree within six years is smaller than 51%
    • There is a 1% chance that aliens have secretly taken over theearth and have cleverly disguised themselves as the presidents ofeach of the countries on earth.
    • If the population proportion of students who played intramuralsports who received a degree within six years is smaller than 51%and if another 292 students who played intramural sports aresurveyed then there would be a 1% chance that we would end upfalsely concluding that the proportion of all students who playedintramural sports who received a degree within six years is equalto 51%.

Answer & Explanation Solved by verified expert
3.5 Ratings (364 Votes)
aFor thisstudy we should use ztest for a populationproportionbWe have to test for null hypothesis against the alternative hypothesis aOur test statistics is given byHereNumber of observations bUsing Rcode pnorm3034313cLevel of significance Here we observe that dWe reject our null hypothesis    See Answer
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