SUMMARY
The discussion centers on calculating the standard deviation (SD) from a known mean and a specific percentile value in a normal distribution. Given a mean of 3.8 and a 99th percentile value of 4.64, the standard deviation (σ) can be derived using the formula σ = (value at percentile - mean) / a, where a is approximately 2.33 for the 99th percentile. The calculated standard deviation is 0.36, which allows for estimating the 90th percentile value at 4.26. The invNorm function was utilized to confirm the accuracy of the standard deviation.
PREREQUISITES
- Understanding of normal distribution properties
- Familiarity with percentile calculations
- Knowledge of the invNorm function in statistical analysis
- Basic statistical concepts including mean and standard deviation
NEXT STEPS
- Learn how to use the invNorm function in statistical software
- Explore methods for estimating percentiles in non-normal distributions
- Study the implications of different distribution shapes on standard deviation calculations
- Investigate advanced statistical techniques for estimating SD without raw data
USEFUL FOR
Statisticians, data analysts, and anyone involved in statistical modeling or data interpretation who needs to understand the relationship between mean, standard deviation, and percentiles in normal distributions.