POWER ANALYSIS

POWER ANALYSIS

Power analysis determines the sample size needed to detect a statistically significant effect with high confidence ( ) while avoiding Type II errors (false negatives). It calculates the necessary sample size, effect size, significance level ( ), or power. A priori analysis is conducted before research to plan sample size, while post-hoc determines power after.