Which of the following p-values will lead us to reject the null hypothesis if the level of significance equals 0.10?Group of answer choices0.001.0.05.All of these choices are correct.0.01.
Question
Which of the following p-values will lead us to reject the null hypothesis if the level of significance equals 0.10?Group of answer choices0.001.0.05.All of these choices are correct.0.01.
Solution
The p-value is a measure of the probability that an observed difference could have occurred just by random chance. The lower the p-value, the greater the statistical significance because it tells the investigator that the hypothesis under consideration may not adequately explain the observation.
In hypothesis testing, if the p-value is less than or equal to the level of significance (α), we reject the null hypothesis. The level of significance is the probability of rejecting the null hypothesis when it is true. In this case, the level of significance is given as 0.10.
So, we will reject the null hypothesis for all p-values that are less than or equal to 0.10.
Looking at the given options:
- 0.00 is less than 0.10
- 0.05 is less than 0.10
- 0.01 is less than 0.10
Therefore, the correct answer is "All of these choices are correct."
Similar Questions
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