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Can you tell me more about how sample size plays a role in bias? For example, how do larger sample sizes give us the ability

Can you tell me more about how sample size plays a role in bias? For example, how do larger sample sizes give us the ability to have more answers? Why is bias reduced overall with a larger sample? What is the correlation between bias and reduced external validity?

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