反正弦分布的一些性质

Some Properties of the Arcsine Distribution

Journal of the American Statistical Association · 1980
被引 9
ABS 4

中文导读

给出了反正弦分布的三种刻画,包括对称随机变量满足特定分布等条件,并利用这些刻画量化了反正弦分布的重尾特性。

Abstract

Abstract Three characterizations of the arcsine distribution are presented. A symmetric random variable X has the arcsine distribution if and only if X 2 and (1 + X) /2 are identically distributed. Also, a symmetric random variable has an arcsine distribution if and only if X 2 and 1 – X 2 are identically distributed and X and 2X (1 – X 2) are identically distributed. A related result dealing with two i.i.d. random variables is also presented. The fact that the sine of a uniform random variable has the arcsine distribution is used to motivate these characterizations. One of the characterizations is used to quantify the heavy-tailed nature of the arcsine distribution. Key Words: Arcsine distributionCharacterizationsRandom walk

概率论统计分布随机变量