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What is the significance of critical value. What is the purpose for t-test, ANOVA, z-test, and Chi square. What is the population for your research?

What is the significance of critical value.
What is the purpose for t-test, ANOVA, z-test, and Chi square.

What is the population for your research?
What is the sample you would use for your research?
which test best suits your research?
Why did you choose your choice?

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