How to calculate relative uncertainty
In the world of measurements and scientific experiments, the uncertainty of any given result is crucial knowledge. Understanding how to calculate relative uncertainty can help you make better sense of your experimental data and improve reliability. In this article, we will explain the two essential elements of the uncertainty – absolute and relative uncertainty – and outline the steps to calculate relative uncertainty for your measurements.
Understanding Absolute Uncertainty
Absolute uncertainty is simply the margin of error associated with a measurement. It indicates how much a measured value deviates from its true value. Absolute uncertainty can arise from various factors like imprecision in equipment, inconsistencies within the experiment, or human error.
For example, if you use a digital scale to measure the mass of an object, the result might show 50 grams ±1 gram. The ±1 gram signifies that the real mass could be as low as 49 grams and up to 51 grams.
Understanding Relative Uncertainty
Relative uncertainty is a ratio that compares absolute uncertainty with the measured value. This ratio gives you a perspective on how significant the absolute uncertainty is about the measured value. A lower relative uncertainty signifies more accurate results, whereas a higher relative uncertainty indicates more significant deviations from true values.
Calculating Relative Uncertainty
Calculating relative uncertainty involves three main steps:
1. Determine absolute uncertainty
First, identify the absolute uncertainties associated with each measurement in your experiment. Absolute uncertainties are usually given along with the measurements (e.g., ±1 gram), or they can be determined by considering intrinsic limitations of equipment used.
2. Calculate average measured value
You should also determine an average value if multiple measurements were taken for your variable. This step is not necessary for single-value measurements.
To find an average value:
Sum all measured values and divide by the number of values.
For example, if you have four masses: 49g, 51g, 49g, and 48g. The average mass will be (49+51+49+48)/4 = 197/4 = 49.25g.
3. Compute relative uncertainty
To calculate relative uncertainty, divide the absolute uncertainty by the average measured value and multiply by 100. This result will return the relative uncertainty as a percentage – thus providing a more comprehensive representation of your measurement’s accuracy.
For example, consider the absolute uncertainty from above was ±1 gram, and we found out the average mass to be 49.25 grams.
Relative uncertainty = (Absolute uncertainty / Average measured value) x 100
= (1 / 49.25) x 100
≈ 2.03%
To summarize, our measurement indicates that the object’s mass is approximately 49.25 grams, and there is about a ±2.03% relative uncertainty in this determination.
Conclusion
Understanding how to calculate relative uncertainty enables you to assess the precision and reliability of your experimental results more effectively. By accounting for uncertainties, you can help ensure that your conclusions are well-founded and supported by accurate data. Next time you perform an experiment or analyze measurements, remember to consider both absolute and relative uncertainties for a comprehensive understanding of your results.