Physics lab work - calculating % errors

Click For Summary
SUMMARY

The discussion focuses on calculating percentage errors from a set of ten readings taken on an optical bench, where the smallest unit of measurement is 1mm. Three methods for calculating error were proposed: standard deviation, the formula \((\text{max} - \text{min})/\text{average} \times 100 \times 0.5\), and \((\text{max} - \text{min})/\text{number of values}\). The recommended approach is to use the Standard Error of the Mean, calculated as \(\Delta x / \sqrt{N}\), where \(\Delta x\) is the measurement error and \(N\) is the number of samples.

PREREQUISITES
  • Understanding of standard deviation and its calculation
  • Familiarity with the concept of Standard Error of the Mean
  • Basic knowledge of statistical analysis methods
  • Ability to perform arithmetic operations on numerical data
NEXT STEPS
  • Research the calculation and application of Standard Error of the Mean
  • Learn how to compute standard deviation for a data set
  • Explore methods for rounding measurements in scientific data
  • Investigate the implications of measurement precision on experimental results
USEFUL FOR

Students in physics labs, researchers conducting experiments, and anyone involved in data analysis requiring accurate error calculations.

Kaldanis
Messages
106
Reaction score
0
I have a table of these 10 readings,

149.6
150.9
149.7
147.9
147.7
152.4
149.8
152.2
153.2
148.9

They were taken on an optical bench where the smallest unit of measurement was 1mm. I'm trying to calculate the +- error but I'm not sure how to. I've came across 3 methods so far,

1. Standard deviation

2. \frac{max - min}{average}*100 *0.5

3. \frac{max - min}{no.values}​

Which should I use? Also, since the smallest unit of measurement was 1mm, should I round each of my readings to the nearest mm?
 
Physics news on Phys.org
Kaldanis said:
I have a table of these 10 readings,

149.6
150.9
149.7
147.9
147.7
152.4
149.8
152.2
153.2
148.9

They were taken on an optical bench where the smallest unit of measurement was 1mm. I'm trying to calculate the +- error but I'm not sure how to. I've came across 3 methods so far,

1. Standard deviation

2. \frac{max - min}{average}*100 *0.5

3. \frac{max - min}{no.values}​

Which should I use? Also, since the smallest unit of measurement was 1mm, should I round each of my readings to the nearest mm?


You probably want the Standard Error in the Mean. When all the N samples have the same error \Delta x, the standard error would be \Delta x / \sqrt{N}.

Take a look here at the section on the Standard Error in the Mean.
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 31 ·
2
Replies
31
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
Replies
22
Views
6K
  • · Replies 3 ·
Replies
3
Views
74K
  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K