Difference between revisions of "Arcsine distribution"
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+ | {{MSC|60E99}} | ||
− | + | [[Category:Distribution theory]] | |
− | < | + | A [[Probability measure|probability measure]] on the real line whose density is zero outside the interval $(0,1)$ and is $(\sqrt{x(1-x)})^{-1}/\pi$ if $0<x<1$. The corresponding distribution function is equal to $(2/\pi)\arcsin\sqrt x$ for $0\leq x\leq1$. |
− | if < | + | The generalized arcsine distribution is employed together with the arcsine distribution. To the generalized arcsine distribution corresponds the distribution function $F_\alpha(x)$ with density |
+ | |||
+ | $$f_\alpha(x)=\begin{cases}\frac{\sin\pi\alpha}{\pi}x^{-\alpha}(1-x)^{\alpha-1}&\text{if }0<x<1,\\0&\text{if }x\leq0,x\geq1,\end{cases}$$ | ||
+ | |||
+ | if $0<a<1$. The density $f_{1/2}(x)$ coincides with the density of the arcsine distribution. The generalized arcsine distribution is a special case of the [[Beta-distribution|beta-distribution]]. The first-order moment of the generalized arcsine distribution is $1-\alpha$, and its variance is $(1-\alpha)\alpha/2$. The arcsine distribution and the generalized arcsine distribution occur in the study of the fluctuations of random walks, in renewal theory (cf. [[Arcsine law|Arcsine law]]), and are used in mathematical statistics as special cases of the beta-distribution. | ||
====References==== | ====References==== | ||
− | + | {| | |
+ | |valign="top"|{{Ref|F}}|| W. Feller, [[Feller, "An introduction to probability theory and its applications"|"An introduction to probability theory and its applications"]], '''1–2''' , Wiley (1957–1971) | ||
+ | |- | ||
+ | |valign="top"|{{Ref|KS}}|| M.G. Kendall, A. Stuart, "The advanced theory of statistics. Distribution theory" {{MR|0246399}} {{ZBL|}} | ||
+ | |} |
Latest revision as of 12:50, 11 October 2014
2010 Mathematics Subject Classification: Primary: 60E99 [MSN][ZBL]
A probability measure on the real line whose density is zero outside the interval $(0,1)$ and is $(\sqrt{x(1-x)})^{-1}/\pi$ if $0<x<1$. The corresponding distribution function is equal to $(2/\pi)\arcsin\sqrt x$ for $0\leq x\leq1$.
The generalized arcsine distribution is employed together with the arcsine distribution. To the generalized arcsine distribution corresponds the distribution function $F_\alpha(x)$ with density
$$f_\alpha(x)=\begin{cases}\frac{\sin\pi\alpha}{\pi}x^{-\alpha}(1-x)^{\alpha-1}&\text{if }0<x<1,\\0&\text{if }x\leq0,x\geq1,\end{cases}$$
if $0<a<1$. The density $f_{1/2}(x)$ coincides with the density of the arcsine distribution. The generalized arcsine distribution is a special case of the beta-distribution. The first-order moment of the generalized arcsine distribution is $1-\alpha$, and its variance is $(1-\alpha)\alpha/2$. The arcsine distribution and the generalized arcsine distribution occur in the study of the fluctuations of random walks, in renewal theory (cf. Arcsine law), and are used in mathematical statistics as special cases of the beta-distribution.
References
[F] | W. Feller, "An introduction to probability theory and its applications", 1–2 , Wiley (1957–1971) |
[KS] | M.G. Kendall, A. Stuart, "The advanced theory of statistics. Distribution theory" MR0246399 |
Arcsine distribution. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Arcsine_distribution&oldid=18892