How does the central limit theorem work and why is it so important to the use of inferential statistics? Why is chance initially the most attractive explanation for the differences observed between...

How does the central limit theorem work and why is it so important to the use of inferential statistics?

Why is chance initially the most attractive explanation for the differences observed between two groups? What is the relationship between a Type I error and level of statistical significance?