MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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You are conducting a study to see if the proportion of voters who prefer the Democratic candidate is significantly smaller than 73% at a level of significance of αα = 0.10. According to your sample, 63 out of 95 potential voters prefer the Democratic candidate.

  1. For this study, we should use Select an answer t-test for a population 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 ? t z  =  (please show your answer to 3 decimal places.)
  2. The p-value =  (Please show your answer to 4 decimal places.)
  3. The p-value is ? > ≤  αα
  4. Based on this, we should Select an answer accept fail to reject reject  the null hypothesis.
  5. Thus, the final conclusion is that ...
    • The data suggest the populaton proportion is significantly smaller than 73% at αα = 0.10, so there is sufficient evidence to conclude that the proportion of voters who prefer the Democratic candidate is smaller than 73%
    • The data suggest the population proportion is not significantly smaller than 73% at αα = 0.10, so there is sufficient evidence to conclude that the proportion of voters who prefer the Democratic candidate is equal to 73%.
    • The data suggest the population proportion is not significantly smaller than 73% at αα = 0.10, so there is not sufficient evidence to conclude that the proportion of voters who prefer the Democratic candidate is smaller than 73%.
  6. Interpret the p-value in the context of the study.
    • If the sample proportion of voters who prefer the Democratic candidate is 66% and if another 95 voters are surveyed then there would be a 7.11% chance of concluding that fewer than 73% of all voters surveyed prefer the Democratic candidate.
    • If the population proportion of voters who prefer the Democratic candidate is 73% and if another 95 voters are surveyed then there would be a 7.11% chance fewer than 66% of the 95 voters surveyed prefer the Democratic candidate.
    •  There is a 73% chance of a Type I error.
    • There is a 7.11% chance that fewer than 73% of all voters prefer the Democratic candidate.
  7. Interpret the level of significance in the context of the study.
    • There is a 10% chance that the earth is flat and we never actually sent a man to the moon.
    • There is a 10% chance that the proportion of voters who prefer the Democratic candidate is smaller than 73%.
    • If the proportion of voters who prefer the Democratic candidate is smaller than 73% and if another 95 voters are surveyed then there would be a 10% chance that we would end up falsely concluding that the proportion of voters who prefer the Democratic candidate is equal to 73%.
    • If the population proportion of voters who prefer the Democratic candidate is 73% and if another 95 voters are surveyed then there would be a 10% chance that we would end up falsely concluding that the proportion of voters who prefer the Democratic candidate is smaller than 73%
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