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Bright Experts Statistics Services

Ultimate Insights, for Insightful Solutions

Sample Size & Power Calculations

Ensure your study is statistically significant and cost-effective from the start.

Power Your Study for Success

Determining the right sample size is a critical balancing act. Too small a sample risks being statistically underpowered, making it impossible to find meaningful effects. Too large a sample wastes time and resources. We provide precise calculations to ensure your study is set up for success.

Avoid False Negatives

Ensure your study is large enough to detect a true effect if one exists.

Optimize Resources

Prevent over-recruitment, saving valuable time, effort, and budget.

Justify Your Methods

Provide rigorous justification for your sample size in grant proposals and publications.

Our Calculation Approach

We work collaboratively with you to perform an accurate power analysis. The key inputs we'll discuss are:

  • Effect Size: The magnitude of the difference you expect to see.
  • Significance Level (α): The probability of a Type I error (usually 0.05).
  • Statistical Power (1-β): The probability of detecting an effect (usually 0.80 or higher).
  • Study Design: The specific statistical test you plan to use.

What You Will Receive

Our deliverable is a formal report containing:

  • A clear statement of the required sample size.
  • The assumptions and parameters used in the calculation.
  • A power curve graph showing how power changes with sample size.
  • A summary paragraph suitable for inclusion in your methodology section.

Don't Leave Your Study's Success to Chance.

Let's calculate the optimal sample size for your research questions.

Request a Calculation