Non-weighting to weighting method [Bioanalytics]
Hi Ken,
Bad idea. Unweighted regression is a valid model only for constant variances (homoscedasticity: variance of responses independent from concentration).
In your posts you regularly use the phrase “We were told…” It would help to know who told you something. A colleague, a regulator/inspector, the sponsor?
Correct – not only allowed, but mandatory in most cases. Do you remember this thread? In chromatography (not necessarily in LBAs) we see more or less constant CVs – variances increase with concentration (heteroscedasticity). It is up to you to find a suitable weighting factor in method development/ validation (see Almeida et al. 2002).
Sure, as expected – especially at the lower end.
PS: See this post.
❝ Method validation has been carried out on the drug where standard calibration curve was quantified without using weighting factor.
Bad idea. Unweighted regression is a valid model only for constant variances (homoscedasticity: variance of responses independent from concentration).
❝ We were told (later) that weighting factor was allowed.
In your posts you regularly use the phrase “We were told…” It would help to know who told you something. A colleague, a regulator/inspector, the sponsor?
Correct – not only allowed, but mandatory in most cases. Do you remember this thread? In chromatography (not necessarily in LBAs) we see more or less constant CVs – variances increase with concentration (heteroscedasticity). It is up to you to find a suitable weighting factor in method development/ validation (see Almeida et al. 2002).
- You have to stick to what you stated in the protocol. You can recalculate samples as an additional analysis. No idea how regulators like that. In the future, go for a weighted calibration.
- No. You could use the raw data of the MV and update the validation/SOP.
❝ We found that using weighting factor is easier to pass the standard calibration curve.
Sure, as expected – especially at the lower end.
PS: See this post.
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Dif-tor heh smusma 🖖🏼 Довге життя Україна!
![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
![[image]](https://static.bebac.at/img/CC by.png)
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Non-weighting to weighting method Ken Peh 2014-08-18 18:43
- Non-weighting to weighting methodHelmut 2014-08-19 13:51
- Non-weighting to weighting method Ken Peh 2014-08-19 19:33
- Non-weighting to weighting method Helmut 2014-08-20 11:50
- Non-weighting to weighting method Ken Peh 2014-08-19 19:33
- Non-weighting to weighting method nobody 2014-08-19 16:32
- Non-weighting to weighting method Ohlbe 2014-08-25 00:10
- Non-weighting to weighting methodHelmut 2014-08-19 13:51