Statistical analysis on the end point of a small volume of titration

Click For Summary
SUMMARY

This discussion focuses on performing statistical analysis on titration data, specifically in a Mohr's titration to determine chloride (Cl) concentration using small volumes. The user employs 2 uL of analyte and 1 uL of indicator, adding 1 uL of 0.014M AgNO3 until the endpoint is reached. Key statistical considerations include calculating the Standard Error of the Mean (SEM) for both standard and analyte results, with noted uncertainties affecting the analysis. The user seeks guidance on estimating mean Cl concentration and its variance from the collected data.

PREREQUISITES
  • Understanding of Mohr's titration methodology
  • Familiarity with statistical concepts such as Standard Error of the Mean (SEM)
  • Knowledge of chloride concentration determination techniques
  • Basic skills in data analysis and interpretation
NEXT STEPS
  • Research statistical methods for analyzing titration data
  • Learn about calculating mean and variance in small sample sizes
  • Explore resources on titration endpoint determination and uncertainty analysis
  • Investigate available literature on statistical analysis in analytical chemistry
USEFUL FOR

Chemists, laboratory technicians, and students involved in analytical chemistry, particularly those focusing on titration methods and statistical data analysis.

tabasko
Messages
8
Reaction score
0
Hello PF,

I'm doing a Mohr's titration to determine Cl concentration.

The volume I am working with is small, and it is not possible to obtain more. I have 2 uL of analyte to which I add 1 uL of indicator. Then, I add AgNO3 1 uL (0.014M) at a time until the endpoint is reached (color change).

What is the proper way to do statistical analysis on the results?

Representative Data:
Standard 0.15M (Volume of titrant added, uL) : 22, 22, 22
Analyte : 28, 34, 32

For example, for the standard titration, the SEM would be 0 but there is always an uncertainty of 1 uL because the real endpoint is anywhere between 21 uL and 22 uL. For the analyte, the SEM is 1.8 which is larger than the uncertainty of 1 uL.
 
Physics news on Phys.org
Have you made any progress on this? There is a paper written about the statistical analysis of titration data, but nowhere I can access it without subscribing to something.

You didn't say what results you expect from a statistical analysis. Is the final goal to estimate the mean CL concentration and its variance?
 

Similar threads

Replies
4
Views
4K
  • · Replies 0 ·
Replies
0
Views
3K
Replies
5
Views
6K
  • · Replies 4 ·
Replies
4
Views
5K
  • · Replies 23 ·
Replies
23
Views
37K
  • · Replies 51 ·
2
Replies
51
Views
15K
  • · Replies 2 ·
Replies
2
Views
3K