Uncertainty in Mean Value: How Many Decimal Places?

Click For Summary
SUMMARY

The discussion centers on determining the appropriate number of decimal places for the mean value of a set of time measurements from an experiment involving a stone throw. The measured times are 13.8, 13.7, 13.9, 13.5, 14.4, 14.6, 14.1, 14.3, 13.9, and 14.7 seconds. It is concluded that one decimal place is suitable due to the standard deviation of 0.4 seconds, and further decimal places can only be justified if the standard error is less than 0.1 for two decimal places and less than 0.01 for three decimal places. The propagation of uncertainty and the assumption of a normal distribution are critical factors in this determination.

PREREQUISITES
  • Understanding of standard deviation and its calculation
  • Knowledge of standard error and its significance in statistics
  • Familiarity with normal distribution concepts
  • Basic statistical analysis skills
NEXT STEPS
  • Study the concept of propagation of uncertainty in measurements
  • Learn about the calculation and interpretation of standard error
  • Explore statistical significance and its application in experimental data
  • Investigate how to determine sample size for desired precision in measurements
USEFUL FOR

Statisticians, experimental physicists, and anyone involved in data analysis and measurement precision will benefit from this discussion.

Gavroy
Messages
232
Reaction score
0
hi

i have some measured values that refer to a simple experiment where a stone was thrown along a fixed length and now i have these values for the time the stone needed

time 13.8 13.7 13.9 13.5 14.4 14.6 14.1 14.3 13.9 14.7

i was asked to explain how many decimal places one would write down when one determines the mean value of this set?

well, i guess it is only one, as none would be pretty uncertain and more than one would be pointless.
but then i was also asked, how many values i would need(these are 10) in order to be able to write down another decimal place and also how many values i would need to write down a third decimal place and so on. is there any rule or does anybody here have an idea what an appropriate number might be?
 
Physics news on Phys.org
Propagnation of uncertainty? maybe it is a purely statistical question so:
Another consideration is the standard deviation i get: \sigma = 0.4
So maybe you need to specify 0 decimals because of the SD, but it can be calculated more precisly:
You need to assume that the time measurements follows a distribution, maybe normal-dist.?
The max error E in a Standard-normal distribution is given by:
E = z_{\alpha/2}\dfrac{\sigma}{\sqrt{n}}
where n is the number of measurements and alpha is the significance(by standard 5%).
 
Last edited:
sorry, that i maybe misunderstand you, but are you saying that if the standard error is less than 0.1 one can write down the mean value with one more decimal place and if it is less than 0.01 one can write down another decimal place? or where would you draw the line?
 

Similar threads

Replies
9
Views
3K
Replies
15
Views
2K
Replies
5
Views
5K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 6 ·
Replies
6
Views
5K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
6
Views
2K