Why We Divide by n-1 to Estimate Variance - A Visual Tour Through Bessel's Correction

Why We Divide by n-1 to Estimate Variance - A Visual Tour Through Bessel's Correction

Serrano.Academy via YouTube Direct link

*[] Acknowledgments and Conclusion*

23 of 23

23 of 23

*[] Acknowledgments and Conclusion*

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Why We Divide by n-1 to Estimate Variance - A Visual Tour Through Bessel's Correction

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  1. 1 *[] Introduction and Bessel's Correction*
  2. 2 *[] Introduction to Variance Calculation*
  3. 3 *[] Definition of Variance*
  4. 4 *[] Introduction to Bessel's Correction*
  5. 5 *[] Challenges of Bessel's Correction*
  6. 6 *[] Alternative Definition of Variance*
  7. 7 *[] Quick Recap of Mean and Variance*
  8. 8 *[] Sample Mean and Variance Estimation*
  9. 9 *[] Bessel's Correction and Why \ n-1 \ is Used*
  10. 10 *[] Why Better Estimation Matters?*
  11. 11 *[] Issues with Variance Estimation*
  12. 12 *[] Introduction to Correcting the Estimate*
  13. 13 *[] Adjusting the Variance Formula*
  14. 14 *[] Calculation Illustration*
  15. 15 *[] Better Estimate with Bessel's Correction*
  16. 16 *[] New Method for Variance Calculation*
  17. 17 *[] Understanding the Relation between Variance and Variance*
  18. 18 *[] Demonstrating a Bad Calculation*
  19. 19 *[] The Role of Bessel's Correction*
  20. 20 *[] Summary of Estimation Methods*
  21. 21 *[] Importance of Bessel's Correction*
  22. 22 *[] Mathematical Proof of Variance Relationship*
  23. 23 *[] Acknowledgments and Conclusion*

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