I am trying to simplify the following expression:
\begin{align*} \frac{\int_{-\infty}^\infty f(x-t) t e^{-t^2/2} dt}{\int_{-\infty}^\infty f(x-t)e^{-t^2/2} dt} \end{align*}
by getting it in terms of just one integral. For example, is the following possible
\begin{align*} \frac{\int_{-\infty}^\infty f(x-t) t e^{-t^2/2} dt}{\int_{-\infty}^\infty f(x-t)e^{-t^2/2} dt}=\int_{-\infty}^\infty y(x-t)g(t) dt \end{align*}
for some function $y(t)$ and $g(t)$. Can we find $y,g$ in term of $f$ and $e^{-t^2/2}$?
Few comment:
- observe that both integrals are convolutions
- we can assume that both integrals exist and are finite
- Can assume that $f(t)>0$ and $f \in L^1$
Would like to hear any suggestion or thoughts you can give me. Thank you
$$ \frac{\int{f(x-t) t e^{\frac{-t^2}{2}} dt}}{\int{f(x-t)e^{\frac{-t^2}{2}} dt}} $$
Let's consider this integral first:
$$ \int{f(x-t)e^{\frac{-t^2}{2}} dt} $$
Using integration by parts, we get
$$ \int{f(x-t)e^{\frac{-t^2}{2}} dt} = F(x - t)e^{\frac{-t^2}{2}} + \int{F(x - t)te^{\frac{-t^2}{2}} dt} $$
where $F(x - t)$ is the anti-derivative of $f(x - t)$
Next, let's consider the top integral.
$$ \int{f(x-t) t e^{\frac{-t^2}{2}} dt} = f(x - t)e^{\frac{-t^2}{2}} + \int{f'(x - t)e^{\frac{-t^2}{2}} dt} $$
Depending on your function $f$, the following fraction may be easier to deal with:
$$ \frac{\int{f(x-t) t e^{\frac{-t^2}{2}} dt}}{\int{f(x-t)e^{\frac{-t^2}{2}} dt}} = \frac{f(x - t)e^{\frac{-t^2}{2}} + \int{f'(x - t)e^{\frac{-t^2}{2}} dt}} {F(x - t)e^{\frac{-t^2}{2}} + \int{F(x - t)te^{\frac{-t^2}{2}} dt}} $$