What is the importance of having a simple random sample to ensure the CLT can be used confidently?

Question

What is the importance of having a simple random sample to ensure the CLT can be used confidently?
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Solution 1

The Central Limit Theorem (CLT) is a fundamental theorem in statistics that states that, given a sufficiently large sample size, the sampling distribution of the mean for a variable will approximate a normal distribution regardless of that variable's distribution in the population.

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