2) This is the pdf only for small values of y or also known as the "small time expansion". The pdf for large values of y is different (combining equations 2 and 3)
In the first equation there is a wrong exponent of \alpha in the begining, and a missing \alpha multiplier to \beta at the end. Both equations should be presented, because both are used to calculate the likelihood depending on the value of y
Provide any additional information here.
Summary:
The equation for the wiener pdf here is incorrect
Description:
The pdf for the wiener is described in the docs as
Citing Navarro & Fuss (2009). However, there are two issues:
1) Consulting NF2009 equations 2 and 4, results in the following pdf:
$$ \Large f(y | \alpha, \tau, \beta, \delta) = \frac{\alpha}{(y-\tau)^{3/2}} exp\left(-\delta \alpha \beta - \frac{\delta^2(y-\tau)}{2}\right) \sum_{k = -\infty}^{\infty} (2k +\beta)\phi\left(\frac{2k\alpha + \beta\alpha}{\sqrt{y-\tau}}\right) $$
2) This is the pdf only for small values of
yor also known as the "small time expansion". The pdf for large values ofyis different (combining equations 2 and 3)$$ \Large f(y | \alpha, \tau, \beta, \delta) = \frac{\pi}{\alpha^2} exp\left(-\delta \alpha \beta - \frac{\delta^2(y-\tau)}{2}\right) \sum_{k = 1}^{\infty} k \ exp \left(-\frac{k^2 \pi^2 (y - \tau)}{2 \alpha^2}\right) sin(k \pi \beta) $$
or alternatively if wanting to be consistent with the use of $\phi$
$$ \Large f(y | \alpha, \tau, \beta, \delta) = \frac{\sqrt{2 \pi^3}}{\alpha^2} exp\left(-\delta \alpha \beta - \frac{\delta^2(y-\tau)}{2}\right) \sum_{k = 1}^{\infty} k \ sin(k \pi \beta) \phi \left(\frac{k \pi \sqrt{(y - \tau)}}{\alpha}\right) $$
In the first equation there is a wrong exponent of \alpha in the begining, and a missing \alpha multiplier to \beta at the end. Both equations should be presented, because both are used to calculate the likelihood depending on the value of y Provide any additional information here.
Current Version:
v2.18.0