Question

In: Statistics and Probability

1. If we had made an error when determining if my students were on average taller...

1. If we had made an error when determining if my students were on average taller than I am, which type would it have been? Write out in words, in context, what making such an error would mean.

3. Hypothesis Test A had a P-value of 0.0034. Hypothesis Test B had a P-value of 0.034. Which test showed stronger evidence against its null hypothesis, Test A or Test B?

4. What is the smallest significance level at which you would reject the null hypothesis in a P-value approach hypothesis test?

5. True/False? If the alternative hypothesis was “the population mean is greater than 10”, then we would reject the null hypothesis when the P-value is greater than the significance level (alpha).

Solutions

Expert Solution

1.In the situation for coming to a conclusion about tall or short a relative concept, arithmentic mean is not appropriate. Here we must use median test becuase arithmetic mean is influenced by extreme values . So, by getting error we increase chance of type 1 error.

3.Hypothesis Test A had a P-value of 0.0034. Hypothesis Test B had a P-value of 0.034. Both values are less than prescribed value 0.05. But more small the p-value, more stronger evidence against null hypothesis. So, Hypothesis A showed stronger evidence against its null hypothesis.

4The convention in most research is to use a significance level of 0.05. This means that if the P value is less than 0.05, you reject the null hypothesis; if P is greater than or equal to 0.05, you don't reject the null hypothesis

5.False. p-value greater than 0.05 leads to accept null hypothesis.


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