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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The average number of cavities that thirty-year-old Americans have had in their lifetimes is 5.  Do twenty-year-olds have fewer cavities? The data show the results of a survey of 12 twenty-year-olds who were asked how many cavities they have had. Assume that the distribution of the population is normal.

5, 4, 5, 6, 5, 5, 3, 5, 3, 3, 6, 4

What can be concluded at the αα = 0.10 level of significance?

  1. For this study, we should use    
  2. The null and alternative hypotheses would be:     

 H0:H0:                 

 H1:H1:              

  1. The test statistic     =  (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      the null hypothesis.
  5. Thus, the final conclusion is that ...
    • The data suggest that the population mean number of cavities for twenty-year-olds is not significantly less than 5 at αα = 0.10, so there is insufficient evidence to conclude that the population mean number of cavities for twenty-year-olds is less than 5.
    • The data suggest the populaton mean is significantly less than 5 at αα = 0.10, so there is sufficient evidence to conclude that the population mean number of cavities for twenty-year-olds is less than 5.
    • The data suggest the population mean is not significantly less than 5 at αα = 0.10, so there is sufficient evidence to conclude that the population mean number of cavities for twenty-year-olds is equal to 5.
  6. Interpret the p-value in the context of the study.
    • If the population mean number of cavities for twenty-year-olds is 5 and if you survey another 12 twenty-year-olds, then there would be a 6.97049919% chance that the sample mean for these 12 twenty-year-olds would be less than 4.5.
    • If the population mean number of cavities for twenty-year-olds is 5 and if you survey another 12 twenty-year-olds, then there would be a 6.97049919% chance that the population mean number of cavities for twenty-year-olds would be less than 5.
    •  There is a 6.97049919% chance of a Type I error.
    • There is a 6.97049919% chance that the population mean number of cavities for twenty-year-olds is less than 5.
  7. Interpret the level of significance in the context of the study.
    • If the population mean number of cavities for twenty-year-olds is less than 5 and if you survey another 12 twenty-year-olds, then there would be a 10% chance that we would end up falsely concuding that the population mean number of cavities for twenty-year-olds is equal to 5.
    • There is a 10% chance that flossing will take care of the problem, so this study is not necessary.
    • If the population mean number of cavities for twenty-year-olds is 5 and if you survey another 12 twenty-year-olds, then there would be a 10% chance that we would end up falsely concuding that the population mean number of cavities for twenty-year-olds is less than 5.
    • There is a 10% chance that the population mean number of cavities for twenty-year-olds is less than 5.
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