[Math] A limit involving the Regularized Incomplete Beta Function

beta functionlimitsspecial functions

I'm trying to evaluate

$$\lim_{n\to\infty} nx^{n-1}I\left(1-\frac{x^2}{4}; \frac{n+1}{2}, \frac{1}{2}\right)$$

where $I(x; a, b)$ is the Regularized Incomplete Beta Function and $-2\leq x \leq 2$, and I'm stuck on where to begin. I've tried expanding the beta function as the quotient of two integrals and then differentiating using L'Hopital's rule, and I've tried using a series representation for the Beta function, but nothing seems to work. I've tried plotting this function of $x$ with $n=199999$ using WolframAlpha, and because of the result I strongly suspect that it tends to $0$ everywhere but $x=\sqrt{2}$ where it tends to $\infty$, but I can't seem to prove this. How would I start?

Best Answer

I think I found an answer, but I would appreciate if someone would check to see if I did this correctly before I mark this question as answered.

Under Series formulas for the Incomplete Beta Function, Wolfram gives that

$$B(z; a, b) \propto \frac{z^a}{a}\left(1+O(z)\right)$$

and under Approximation for the Beta Function Wikipedia gives that

$$B(a, b) \propto \Gamma(b)a^{-b}$$

when $a$ grows and $b$ stays fixed (credit to Brevan Ellefsen for finding this second approximation). Because of these two approximations we can write our limit as

$$\lim_{n\to\infty} nx^{n-1}\frac{C\frac{\left(1-\frac{x^2}{4}\right)^{\frac{n+1}{2}}}{\frac{n+1}{2}}}{\Gamma\left(\frac{1}{2}\right)\left(\frac{n+1}{2}\right)^{-\frac{1}{2}}}$$

where $C$ is some constant not depending on $n$.

$$\lim_{n\to\infty} nx^{n-1}\frac{C\left(1-\frac{x^2}{4}\right)^{\frac{n+1}{2}}}{\sqrt{\pi}\sqrt{\frac{n+1}{2}}}$$

$$c\lim_{n\to\infty} \frac{n}{\sqrt{n+1}}x^{n-1}\left(1-\frac{x^2}{4}\right)^{\frac{n+1}{2}}$$

for some other constant $c$.

Let $x = 2\sin\theta$. The limit then becomes

$$c\lim_{n\to\infty} \frac{n}{\sqrt{n+1}}\left(2\sin\theta\right)^{n-1}\left(\cos\theta\right)^{n+1}$$

$$c\lim_{n\to\infty} \frac{n}{\sqrt{n+1}}\left(2\sin\theta\cos\theta\right)^{n-1}\cos^2\theta$$

$$c\lim_{n\to\infty} \frac{n}{\sqrt{n+1}}\left(\sin\left(2\theta\right)\right)^{n-1}\cos^2\theta$$

Note that, whenever $\left|\sin\left(2\theta\right)\right| < 1$, the $\left(\sin\left(2\theta\right)\right)^{n-1}$ term tends to $0$ more quickly than the $\frac{n}{\sqrt{n+1}}$ term tends to $\infty$ (since $\frac{n}{\sqrt{n+1}}$ is asymptotically a power of $n$ and $\left(\sin\left(2\theta\right)\right)^{n-1}$ is exponential), and the limit is just $0$; also note that when $\left|\sin\left(2\theta\right)\right| = 1$ the limit tends to $\infty$. Thus, this reduces to the problem of finding $\theta$ such that

$$\sin^2\left(2\theta\right) = 1$$

$$4\sin^2\theta\cos^2\theta = 1$$

$$x^2\left(1-\frac{x^2}{4}\right) = 1$$

$$4x^2-x^4 = 4$$

$$x^2 = 2$$

$$x = \pm\sqrt{2}$$

So, at these points the limit tends to $\infty$ whereas everywhere else it tends to $0$.

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