Science vs. regulations [Regulatives / Guidelines]
Hi Achievwin,
Why this – arbitrary – number? Given, I have seen it in lots of SAPs.
\(\small{R^2}\) (strongly!) depends on the number of time points \(n\) (see this rather old thread). \(\small{R_{\textrm{adj}}^{2}}\) is better though still not independent from \(n\) (that’s a misconception sold by software vendors).
If clearance is variable and/or the analytical variability is high, a low correlation may be perfectly fine, whereas in the opposite case even 0.9 may indicate a poor fit. Unless you have data of a previous study with the same analytical method, IMHO, a pre-specified cut-off does not make sense.
Furthermore, never trust in results of a silicon-based life-form. Visual inspection of the fit is mandatory.
PS: 0.8 with three significant digits: 0.8005 is OK and 0.8004 not. Really?
❝ Then a priori in the protocol SAP include limitations on reporting AUCinf and %Extrp.
❝ 1. R2>0.800
Why this – arbitrary – number? Given, I have seen it in lots of SAPs.
\(\small{R^2}\) (strongly!) depends on the number of time points \(n\) (see this rather old thread). \(\small{R_{\textrm{adj}}^{2}}\) is better though still not independent from \(n\) (that’s a misconception sold by software vendors).
If clearance is variable and/or the analytical variability is high, a low correlation may be perfectly fine, whereas in the opposite case even 0.9 may indicate a poor fit. Unless you have data of a previous study with the same analytical method, IMHO, a pre-specified cut-off does not make sense.
Furthermore, never trust in results of a silicon-based life-form. Visual inspection of the fit is mandatory.
PS: 0.8 with three significant digits: 0.8005 is OK and 0.8004 not. Really?
—
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Helmut Schütz
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Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- AUCt not covering at least 80% of AUCinf ratnakar1811 2013-03-05 08:30 [Regulatives / Guidelines]
- AUCt not covering at least 80% of AUCinf d_labes 2013-03-05 11:12
- AUCt not covering at least 80% of AUCinf ratnakar1811 2013-03-06 08:50
- AUCt not covering at least 80% of AUCinf ElMaestro 2013-03-06 11:10
- Science vs. regulations Helmut 2013-03-06 14:30
- Science vs. regulations cakhatri 2013-03-10 08:59
- ratio = difference of logs! Helmut 2013-03-11 01:17
- Science vs. (EMA) GL aka PK primer Helmut 2013-03-11 03:17
- Science vs. regulations qualityassurance 2020-04-23 14:11
- Science vs. regulations Helmut 2020-04-23 17:32
- Science vs. regulations Achievwin 2020-05-07 22:59
- Science vs. regulationsHelmut 2020-05-07 23:54
- Science vs. regulations Achievwin 2020-05-07 22:59
- Science vs. regulations Helmut 2020-04-23 17:32
- Science vs. regulations cakhatri 2013-03-10 08:59
- AUCt not covering at least 80% of AUCinf Brus 2018-11-20 13:01
- AUCt not covering at least 80% of AUCinf Astea 2020-06-05 19:05
- So what? Helmut 2020-06-06 12:02
- Carrot and whip Astea 2020-06-06 21:11
- Gedankenexperiment Helmut 2020-06-07 12:41
- Dead dogs mittyri 2020-06-07 20:32
- Aber meine Herren das ist keine physik Astea 2020-06-08 00:08
- Aber meine Dame, das ist alles Unsinn! Helmut 2020-06-08 01:04
- Bizarre paper Helmut 2020-06-08 12:43
- Bizarre paper ElMaestro 2020-06-08 15:33
- OT: Bias of AUCt, AUCall, pAUC Helmut 2020-06-08 15:53
- OT: Bias of AUCt, AUCall, pAUC ElMaestro 2020-06-09 08:45
- OT: Bias of AUCs; example Helmut 2020-06-09 14:07
- OT: Bias of AUCt, AUCall, pAUC ElMaestro 2020-06-09 08:45
- OT: Bias of AUCt, AUCall, pAUC Helmut 2020-06-08 15:53
- Maxwell's demon Astea 2020-06-12 14:15
- Bizarre paper ElMaestro 2020-06-08 15:33
- Dead dogs Helmut 2020-06-08 10:40
- Aber meine Herren das ist keine physik Astea 2020-06-08 00:08
- Dead dogs mittyri 2020-06-07 20:32
- Gedankenexperiment Helmut 2020-06-07 12:41
- Carrot and whip Astea 2020-06-06 21:11
- So what? Helmut 2020-06-06 12:02
- AUCt not covering at least 80% of AUCinf Astea 2020-06-05 19:05
- AUCt not covering at least 80% of AUCinf ratnakar1811 2013-03-06 08:50
- AUCt not covering at least 80% of AUCinf d_labes 2013-03-05 11:12