Question

Let's suppose we conduct a hypothesis test about the mean value of something, and determine that we should reject the null hypothesis. what does that mean?

Answer 1

Until we have sufficient data to say otherwise, we presumptively reject the null hypothesis. There are just two results that can arise from a hypothesis test. You reject the null hypothesis when your p-value is less than or equal to your significance level.

What is the experiment's null hypothesis?

The null hypothesis asserts that there is no correlation between the variables of interest. You want to determine if there is a correlation between height and gender. You come up with the hypothesis that men are typically taller than women based on your understanding of human physiology.

How is a hypothesis test carried out?

To conduct a hypothesis test, we must first and foremost determine the null hypothesis and the alternative hypothesis. The following gives an example of the null and alternative hypothesis: Step 2: The next thing we must do is determine the relevance level. Its value is typically 0.05 or 0.01

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