Mathematics
5 years ago

Study reveals larger sample sizes crucial for accurate statistical analysis.

Encyclopedia of Statistics in Behavioral Science
Sample Size and Power Calculation
Kevin R. Murphy

Paper Summary

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Sample size affects how accurately we estimate information from a group. By analyzing statistical power, we can figure out how many observations are needed to avoid errors in testing hypotheses. The best results come from studying big effects with a large sample size.