Bias correction unveiled [BE/BA News]
Hi Achievwin,
That’s a little bit tricky. I’ll try again.
We have the regulatory constant $$\small{\theta_\textrm{s}=\frac{\log_{e}1.25}{\sigma_\textrm{w0}}=0.89257\ldots}\tag{1}$$
In the guidance line
In the respective next lines you find
Hence, actually not \((5)\) or \((6)\) has to be used but $$\small{\begin{matrix}
crit=PE^2-{\color{Red}{s_\textrm{d}^2}}-\theta_\textrm{s}^2\cdot s_\textrm{wR}^2 =\\
\left(\widehat{Y}_T-\widehat{Y}_R\right)^2-{\color{Red}{se^2}}-\theta \cdot s_\textrm{wR}^2
\end{matrix}}\tag{7}$$ The bias correction is not mentioned anywhere in the guidance and therefore, \((5)\) without one is extremely misleading.1,2 It is evident only if you inspect the SAS code. See Detlew’s post about the background given by Donald Schuirmann in 2016.
❝ ❝ Furthermore, we need the standard error \(\small{s_\textrm{d}}\) of the point estimate
❝
❝ I did not find this one in the guidance can you point out to me what line number this is in the new guidance?
That’s a little bit tricky. I’ll try again.
We have the regulatory constant $$\small{\theta_\textrm{s}=\frac{\log_{e}1.25}{\sigma_\textrm{w0}}=0.89257\ldots}\tag{1}$$
In the guidance line
998
the scaled average BE limit is given by $$\small{\theta\equiv\left(\frac{\log_{e}1.25}{\sigma_\textrm{w0}}\right)^2\tag{2}}$$which is simply what I used in my previous post by $$\small{\theta=\theta_\textrm{s}^2}\tag{3}$$ Of course, $$\small{\left(\widehat{Y}_T-\widehat{Y}_R\right)^2=PE^2}\tag{4}$$ In the guidance line 1003
we have $$\small{crit=\left(\widehat{Y}_T-\widehat{Y}_R\right)^2-\theta\cdot s_\textrm{wR}^2}\tag{5}$$ That’s the same as $$\small{crit=PE^2-\theta_\textrm{s}^2\cdot s_\textrm{wR}^2}\tag{6}$$Here the confusion starts. You find my \({\color{Red}{s_\textrm{d}}} \) in lines 1083
and 1219
as the stderr
of the difference.In the respective next lines you find
x=estimate**2–stderr**2;
Hence, actually not \((5)\) or \((6)\) has to be used but $$\small{\begin{matrix}
crit=PE^2-{\color{Red}{s_\textrm{d}^2}}-\theta_\textrm{s}^2\cdot s_\textrm{wR}^2 =\\
\left(\widehat{Y}_T-\widehat{Y}_R\right)^2-{\color{Red}{se^2}}-\theta \cdot s_\textrm{wR}^2
\end{matrix}}\tag{7}$$ The bias correction is not mentioned anywhere in the guidance and therefore, \((5)\) without one is extremely misleading.1,2 It is evident only if you inspect the SAS code. See Detlew’s post about the background given by Donald Schuirmann in 2016.
- Troubles likely if one naïvely implements the formulas in another software…
- This formula is used in all papers of Endrényi and Tóthfalusi.
—
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
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:
- FDA guideline on BE, draft August 2021 ElMaestro 2021-08-23 14:42 [BE/BA News]
- FDA guideline on BE, draft August 2021 Helmut 2021-08-23 15:31
- FDA guideline on BE, draft August 2021 Achievwin 2021-09-08 04:09
- Bias correction unveiledHelmut 2021-09-10 20:47
- FDA guideline on BE, draft August 2021 Achievwin 2021-09-08 04:09
- FDA guideline on BE, draft August 2021 Achievwin 2021-08-23 21:35
- FDA guideline on BE, draft August 2021 Helmut 2021-08-23 23:46
- FDA guideline on BE, draft August 2021 Helmut 2021-08-23 15:31