In: Statistics and Probability
Example 1: A credit card company claims that the mean credit card debt for individuals is greater than $5,300. You want to test this claim. You find that a random sample of 27 cardholders has a mean credit card balance of $5,560 and a standard deviation of $575. At α = 0.05, can you support the claim? Assume the population is normally distributed.
Write out the hypothesis statements below and identify the parameter of interest.
Ho: _________________________
Ha: _________________________
Which hypothesis represents the claim? Circle one: Null Hypothesis (H0) or Alternative Hypothesis (Ha)
Explain what type of hypothesis testing you will perform and whether conditions are met. one sample z-test one sample t-test one proportion z-test |
Test this hypothesis. (SHOW WORK!) REJECTION REGION METHOD Clearly label a sketch with appropriate shading and calculate the test statistic (show formula and work). Find the critical value(s): _____________ Sketch and identify the rejection regions: Find the standardized test statistic: _________ Would you reject or fail to reject the null hypothesis? Circle one: Reject H0or Fail to Reject H0 Explain your choice: |
Write a conclusion in the context of this problem. |
The claim is alternative hypothesis.
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It is given that population is normally distributed and population standard deviation is unknown so t test will be used.
Correct option is one sample t-test.
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Following is the graph shows the critical region:
Conclusion:
There is evidence to support the credit card company claims that the mean credit card debt for individuals is greater than $5,300.