How do you find the uncertainty of an average?

In summary, the conversation discusses using a spectrometer in class to obtain 6 angles and finding the average of those angles while accounting for uncertainties. The solution involves subtracting the center angle from the purple angles and using a weighted average to find the mean. The uncertainty in the average is 0.20.
  • #1
Student2018
2
0

Homework Statement


I used a spectrometer in class and obtained 6 angles in which and found the angles. I needed to find the average of the angles and account for the uncertainties here is what I did:

Center (A): 179.58°±.26 Center (B): 359.35°±.26
Purple(RA): 194.95°±.66 Purple (RB): 374.32°±.66
Purple(LA): 163.97°±.17 Purple (LB): 343.83°±.17

Homework Equations


Average= (x1+x2+x3+x4)/4
dc=sqrt[(da)^2+(db)^2]

The Attempt at a Solution


1.C(A) - P(RA) = 179.58-194.95 = 15.37±.71
2.C(B) - P(RB) = 359.35-374.32 = 14.97±.71
3.C(A) - P(LA) = 179.58-163.97 = 15.61±.31
4.C(B) - P(LB) = 359.35-343.83 = 15.52±.31

where I got the uncertainties like so:
dc(1)=sqrt[(.26)^2+(.66)^2]= .71

dc(3)=sqrt[(.26)^2+(.17)^2]= .31

I needed to get the average of all the numbers
Average= (15.37+14.97+15.61+15.52)/4 = 15.38

I talked to the professor and he wanted me to use
dt=sqrt[(.71)^2+(.71)^2+(.31)^2+(.31)^2]= 1.0956

My question is, is it 1.0956 or is it (1.0956/4) = .274?
(Sorry if it was long)
 
Physics news on Phys.org
  • #2
Student2018 said:
dt=sqrt[(.71)^2+(.71)^2+(.31)^2+(.31)^2]= 1.0956
That is clearly wrong since it would say the more measurements you take the less accurate your result.

If you have a number of readings of the same quantity but with different uncertainties on each, the ideal is to use a weighted average to find the mean. The more precise values need to be given greater weight.
The weighting is 1/σi2. In this case you should get 15.50 rather than 15.38.
The uncertainty in that average goes like σ-2=Σσi-2. For that I get σ=0.20.
 
Last edited:
  • #3
I see, thank you. That uncertainty would make a lot more sense than 1.0956 which is way too high of a range.
 

1. How do you calculate the uncertainty of an average?

The uncertainty of an average can be calculated by taking the standard deviation of the data set and dividing it by the square root of the sample size. This will give you the standard error, which is a measure of the uncertainty of the average.

2. What is the difference between uncertainty and error?

Uncertainty refers to the range of values within which the true value of a measurement is likely to fall, while error refers to the difference between the measured value and the true value. In other words, uncertainty takes into account the limitations and variability of the measurement process, while error is a specific measure of the deviation from the true value.

3. Why is it important to calculate the uncertainty of an average?

Calculating the uncertainty of an average is important because it helps to quantify the reliability and accuracy of the average. This is especially important in scientific research, as it allows other scientists to understand the limitations of the data and make informed decisions about its validity.

4. Can the uncertainty of an average be reduced?

The uncertainty of an average can be reduced by increasing the sample size, as this will decrease the standard error. However, the uncertainty can never be completely eliminated as there will always be some level of variability and limitations in the measurement process.

5. How does the type of data affect the uncertainty of an average?

The type of data can affect the uncertainty of an average in several ways. For example, if the data is highly variable, the uncertainty will be greater. Additionally, if the data is skewed or has outliers, the uncertainty may also be affected. It is important to consider the type of data when calculating and interpreting the uncertainty of an average.

Similar threads

  • Introductory Physics Homework Help
Replies
1
Views
968
Replies
3
Views
2K
  • Introductory Physics Homework Help
Replies
14
Views
34K
  • Introductory Physics Homework Help
Replies
4
Views
1K
  • Precalculus Mathematics Homework Help
Replies
4
Views
797
  • Introductory Physics Homework Help
Replies
14
Views
2K
  • Introductory Physics Homework Help
Replies
1
Views
2K
  • Introductory Physics Homework Help
Replies
7
Views
5K
  • Introductory Physics Homework Help
Replies
5
Views
4K
  • Calculus and Beyond Homework Help
Replies
3
Views
847
Back
Top