Converting Error in Log2 Form for Arbitrary Base

Click For Summary
SUMMARY

The discussion focuses on converting error in log2 form for arbitrary bases, specifically addressing the calculation of error propagation when transforming data. Alex initially struggled with the conversion but ultimately clarified that for a logarithmic transformation of base b, the error can be calculated using the formula dy=(1/ln(b))(deltax/x). In this case, for log2, the formula simplifies to dy=(1/ln(2))(deltax/x). This method allows for accurate error representation when converting mean values to logarithmic scales.

PREREQUISITES
  • Understanding of logarithmic functions and their properties
  • Familiarity with error propagation techniques in statistics
  • Basic knowledge of natural logarithms (ln) and their relationship to other logarithmic bases
  • Experience with data representation and transformation in scientific contexts
NEXT STEPS
  • Research error propagation in logarithmic transformations
  • Learn about the relationship between different logarithmic bases
  • Explore statistical software tools for calculating mean and standard deviation
  • Study applications of logarithmic transformations in data analysis
USEFUL FOR

Data analysts, statisticians, and researchers involved in data transformation and error analysis will benefit from this discussion, particularly those working with logarithmic scales in their datasets.

dipluso
Messages
4
Reaction score
0
Hi,

I am trying to represent my data in log2 form rather than "fold change" and I am embarrassed to say I can't remember how convert the error.

For example, I have x=3.96 (mean), deltax=0.28 (standard dev).

Thus, log2(x)=0.598.

But how do I convert the error??

I know how to do it for log10: 0.434(deltax/x) but I can't for the life of me remember how to derive it for an arbitrary base.

Any help/pointers much appreciated.

Thanks!
 
Last edited:
Physics news on Phys.org
Duh, figured it out.

For y=ln(x), error dy=dx/x

since lob(x) base b = ln(x)/ln(b)

Then for y=lob(x) base b , error is dy=(1/ln(2))(deltax/x)

Done. Cheers, -Alex
 

Similar threads

  • · Replies 22 ·
Replies
22
Views
2K
  • · Replies 9 ·
Replies
9
Views
5K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
Replies
2
Views
3K