Assumptions are not justifiable [General Statistics]
Dear Ohlbe!
Not quite so. I was quoting an argument which was used in the past. Considering the wider CI to be valid just because it’s wider, is no justification as well. We simply cannot decide which distribution is the ‘correct’ one based on the small sample size. Therefore a consensus was reached based on assumptions: Lognormal for AUC, Cmax.
Remark: many people would go for an additive model (untransformed) for urine data…
❝ ❝ Therefore the analysis with the narrower CI should be considered the “valid” one. The acceptance by regulatory authorities even at that time was close to zero. Nowadays: no chance.
❝
❝ Nowadays: the analysis with the wider CI would be considered as the 'valid' one. 'Conservative' approach, they would call it.
Not quite so. I was quoting an argument which was used in the past. Considering the wider CI to be valid just because it’s wider, is no justification as well. We simply cannot decide which distribution is the ‘correct’ one based on the small sample size. Therefore a consensus was reached based on assumptions: Lognormal for AUC, Cmax.
Remark: many people would go for an additive model (untransformed) for urine data…
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Helmut Schütz
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Science Quotes
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:
- Transformed and Non-transformed data kevan 2009-05-25 16:33
- Transformed data analysis only (AUC, Cmax) Helmut 2009-05-25 17:01
- Transformed data analysis only (AUC, Cmax) kevan 2009-05-26 07:41
- Transformed data analysis only (AUC, Cmax) Helmut 2009-05-26 12:29
- Transformed data analysis only (AUC, Cmax) ElMaestro 2009-05-26 14:07
- Transformed data analysis only (AUC, Cmax) Helmut 2009-05-26 14:23
- Transformed data analysis only (AUC, Cmax) Ohlbe 2009-05-26 14:24
- Assumptions are not justifiableHelmut 2009-05-26 15:41
- Assumptions are not justifiable Ohlbe 2009-05-26 18:42
- Assumptions are not justifiable Helmut 2009-05-26 18:46
- Assumptions are not justifiable Ohlbe 2009-05-26 18:42
- Assumptions are not justifiableHelmut 2009-05-26 15:41
- Transformed data analysis only (AUC, Cmax) ElMaestro 2009-05-26 14:07
- Transformed data analysis only (AUC, Cmax) Helmut 2009-05-26 12:29
- Transformed data analysis only (AUC, Cmax) kevan 2009-05-26 07:41
- Transformed data analysis only (AUC, Cmax) Helmut 2009-05-25 17:01
