Understanding RMS Accuracy for Measurements

In summary, the statements about accuracy to a certain value RMS and the use of RMS in measuring random error are not accurate and should be replaced with appropriate measures of accuracy and random variation.
  • #1
BobbyBear
162
1
Hello,

can someone please explain what exactly is meant when it is said that some measurement is accurate to some value RMS?

Eg, "suppose that we have a bucketful of nominally 100-ohm resistors, accurate to 1 percent RMS"

or,

"we shall use an ohmmeter with an accuracy of 3 ohms RMS random error on each reading"


I know what the rms value of a set of values is, I'm just not sure what is meant by these statements, can someone explain please?:p

thanks,
Bob
 
Physics news on Phys.org
  • #2
BobbyBear said:
Hello,

can someone please explain what exactly is meant when it is said that some measurement is accurate to some value RMS?

Eg, "suppose that we have a bucketful of nominally 100-ohm resistors, accurate to 1 percent RMS"

or,

"we shall use an ohmmeter with an accuracy of 3 ohms RMS random error on each reading"I know what the rms value of a set of values is, I'm just not sure what is meant by these statements, can someone explain please?:p

thanks,
Bob

I don't understand either. They are mixing terms. Accuracy is not about random error. Accuracy has to do with bias (or systematic error) and the root mean square error measures bias. So:

[tex]RMSE=\sqrt{E((\hat\theta-\theta)^2)}[/tex]

RMS itself is the quadratic mean and is used to average out regular variations such as with sinusoidal wave patterns. It is not a measure of error.

Measures of random variation about a mean are different and are expressed as the variance or standard deviation of the mean.

http://en.wikipedia.org/wiki/Accuracy_and_precision
 
Last edited:

Related to Understanding RMS Accuracy for Measurements

What is RMS accuracy for measurements?

RMS accuracy stands for root mean square accuracy and is a measure of the average difference between a measured value and the true value. It takes into account both positive and negative errors, making it a more accurate representation of the overall accuracy of a measurement.

Why is RMS accuracy important for measurements?

RMS accuracy is important because it provides a more comprehensive understanding of the accuracy of a measurement compared to other measures such as mean or median accuracy. It takes into account the magnitude of both positive and negative errors, giving a more accurate representation of the overall accuracy of a measurement.

How is RMS accuracy calculated?

RMS accuracy is calculated by taking the square root of the average of the squared errors. This means that larger errors have a greater impact on the overall accuracy compared to smaller errors, making it a more sensitive measure of accuracy.

What factors can affect RMS accuracy for measurements?

There are several factors that can affect RMS accuracy for measurements, including the precision of the measuring instrument, the calibration of the instrument, environmental conditions, and human error. It is important to take these factors into account when evaluating the RMS accuracy of a measurement.

How can RMS accuracy be improved?

RMS accuracy can be improved by using more precise measuring instruments, ensuring proper calibration of the instruments, taking measurements in controlled and consistent environmental conditions, and reducing human error through proper training and procedures. It is also important to consider the limitations of the measuring instrument and the expected range of values when evaluating RMS accuracy.

Similar threads

  • Set Theory, Logic, Probability, Statistics
Replies
2
Views
1K
  • Set Theory, Logic, Probability, Statistics
Replies
21
Views
2K
  • Electromagnetism
Replies
7
Views
1K
  • Quantum Physics
Replies
1
Views
843
  • Set Theory, Logic, Probability, Statistics
2
Replies
56
Views
2K
Replies
4
Views
2K
  • Set Theory, Logic, Probability, Statistics
Replies
18
Views
2K
Replies
10
Views
2K
  • Set Theory, Logic, Probability, Statistics
Replies
13
Views
1K
  • Introductory Physics Homework Help
Replies
4
Views
677
Back
Top