Percent Deviation Formula:
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Percent Deviation is a statistical measure that expresses the standard deviation as a percentage of the mean. It provides a relative measure of variability that allows comparison between datasets with different units or scales.
The calculator uses the percent deviation formula:
Where:
Explanation: This calculation shows how much variation exists relative to the average value, expressed as a percentage.
Details: Percent deviation is crucial for quality control, process monitoring, and comparing variability across different measurement systems. It helps identify when processes are out of control or when measurements show excessive variation.
Tips: Enter the standard deviation and mean value. Both values must be positive numbers, and the mean must be greater than zero. The result will be displayed as a percentage.
Q1: What does a high percent deviation indicate?
A: A high percent deviation indicates greater variability in the data relative to the mean, suggesting less consistency or precision in measurements.
Q2: How is percent deviation different from coefficient of variation?
A: Percent deviation is essentially the same as coefficient of variation (CV), which is also expressed as (SD/Mean) × 100%.
Q3: What is considered an acceptable percent deviation?
A: Acceptable levels vary by industry and application. In many quality control contexts, values below 5-10% are considered acceptable, but this depends on specific requirements.
Q4: Can percent deviation be negative?
A: No, since both standard deviation and mean are positive values, percent deviation is always a positive percentage.
Q5: When should I use percent deviation?
A: Use it when you need to compare variability between datasets with different units or when you want to express variability relative to the average value.