General Approach for Constructing
Statistical Tolerance Limits
• Step 1: Test data for normality.
– If normal dist. is tenable, calculate normal tolerance limits.
• Step 2: If not normal, search for a normalizing transformation.
– If acceptable transformation is found, calculate normal
tolerance limits for transformed data and invert the limits.
• Step 3: If transformation approach fails, try alternative
distributions such lognormal, extreme value or Weibull.
– If a good fit is found, calculate tolerance limits using that
distribution.
• Step 4: If all else fails, calculate nonparametric tolerance
limits.