Question
A hypothesis test result in a p-value of 0.007. Which is the best conclusion?
Group of answer choices
null hypothesis might be false but it is very unlikely
No answer text provided.
No answer text provided.
null hypothesis is plausible
null hypothesis might be true but it is very unlikely
null hypothesis is definitely false
null hypothesis is definitely true
Group of answer choices
null hypothesis might be false but it is very unlikely
No answer text provided.
No answer text provided.
null hypothesis is plausible
null hypothesis might be true but it is very unlikely
null hypothesis is definitely false
null hypothesis is definitely true
Answers
GPT-4o mini
When interpreting a p-value of 0.007 in the context of a hypothesis test, it typically indicates that there is strong evidence against the null hypothesis. This means that the observed data would be very unlikely under the assumption that the null hypothesis is true.
Based on your options, the best conclusion would be:
**null hypothesis might be true but it is very unlikely**
This reflects the understanding that a low p-value suggests that the null hypothesis is not likely to be the correct explanation for the observed data, but it does not definitively prove that it is false.
Based on your options, the best conclusion would be:
**null hypothesis might be true but it is very unlikely**
This reflects the understanding that a low p-value suggests that the null hypothesis is not likely to be the correct explanation for the observed data, but it does not definitively prove that it is false.