Friday 27 March 2015

calculus - Evaluating integral (comes from a bigger problem in statistics)



Let $\alpha, \beta>0$ be parameters. I wish to compute
$$\int_0^\infty \frac{x^\alpha}{x-1} e^{-\beta x} dx.$$



I managed to reduce this problem when $\alpha$ is integer by using
$$\frac{x^\alpha}{x-1}=\frac{1}{x-1}+\sum_{j=1}^{\alpha} x^{j-1}.$$



So the question is how to compute
$$\int_0^\infty \frac{1}{x-1} e^{-\beta x} dx.$$

Any ideas? Thanks a lot!


Answer



The integral of interest, $\int_0^\infty \frac{e^{-\beta x}}{x-1}\,dx $ diverges due to the singularity at $x=1$. However, the Cauchy Principal Value of the integral exists and can be expressed as



$$\begin{align}
\text{PV}\int_0^\infty \frac{e^{-\beta x}}{x-1}\,dx &=\lim_{\epsilon\to0^+}\left(\int_0^{1-\epsilon}\frac{e^{-\beta x}}{x-1}\,dx+\int_{1+\epsilon}^\infty \frac{e^{-\beta x}}{x-1}\,dx\right)\\\\
&=e^{-\beta }\lim_{\epsilon\to0^+}\left(\int_{-\beta}^{-\beta\epsilon}\frac{e^{- x}}{x}\,dx+\int_{\beta\epsilon}^\infty \frac{e^{- x}}{x}\,dx\right)\\\\
&=-e^{-\beta}\text{Ei}(\beta)
\end{align}$$




in terms of the Exponential Integral $\text{Ei}(x)\equiv -\text{PV}\int_{-x}^\infty \frac{e^{-x}}{x}\,dx$.



If $\alpha\in \mathbb{N}$ with $\alpha\ge 1$, then we have



$$\begin{align}
\text{PV}\int_0^\infty \frac{x^\alpha e^{-\beta x}}{x-1}\,dx&=(-1)^{\alpha+1} \frac{d^\alpha}{d\beta^\alpha}\left(e^{-\beta}\text{Ei}(\beta)\right)\\\\
&=-e^{-\beta}\text{Ei}(\beta)+\sum_{m=1}^\alpha \frac{(m-1)!}{\beta^m}
\end{align}$$


No comments:

Post a Comment

real analysis - How to find $lim_{hrightarrow 0}frac{sin(ha)}{h}$

How to find $\lim_{h\rightarrow 0}\frac{\sin(ha)}{h}$ without lhopital rule? I know when I use lhopital I easy get $$ \lim_{h\rightarrow 0}...