determining sample size

What Factors Influence Sample Size?

Several factors influence the determination of sample size in histological studies:
Effect Size: The magnitude of the difference or relationship you are trying to detect. Smaller effect sizes require larger sample sizes.
Variance: The variability within the data. Higher variability often requires a larger sample size to detect differences.
Significance Level (α): The probability of rejecting the null hypothesis when it is true. Commonly set at 0.05.
Power (1-β): The probability of correctly rejecting the null hypothesis when it is false. Commonly set at 0.80 or 80%.
Study Design: The complexity of the design can influence the required sample size. For example, a paired design may require fewer subjects than a parallel design.

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