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What are some common mistakes in hypothesis testing?

An example of an AI chatbot conversation about common mistakes in hypothesis testing.

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You

What are some common mistakes in hypothesis testing?

MagicBuddy
MagicBuddy

Some common mistakes include misunderstanding p-values, failing to check assumptions, and not considering effect size.

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You

Can you explain what a p-value is?

MagicBuddy
MagicBuddy

A p-value measures the probability of obtaining results at least as extreme as the observed results, assuming the null hypothesis is true.

😀
You

What assumptions should I check before conducting a hypothesis test?

MagicBuddy
MagicBuddy

You should check for normality, independence, and homogeneity of variance, depending on the test you are using.

😀
You

How can I avoid these mistakes in my analysis?

MagicBuddy
MagicBuddy

To avoid mistakes, ensure you understand the theory behind the tests, use proper statistical software, and consult resources or experts.

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