弗兰克双变量分布族

Frank's Family of Bivariate Distributions

Biometrika · 1987
被引 35
ABS 4

中文导读

研究了一类新的双变量分布族的性质,该族成员具有随机序和似然比相依性,可用于构造边缘分布任意的双变量分布族,并提出了三个关联参数的非参数估计量,通过蒙特卡洛实验比较其小样本表现。

Abstract

This paper examines the properties of a new class of bivariate distributions whose members are stochastically ordered and likelihood ratio dependent. The proposed class can be used to construct bivariate families of distributions whose marginals are arbitrary and which include the Fréchet bounds as well as the distribution corresponding to independent variables. Three nonparametric estimators of the association parameter are suggested and Monte Carlo experiments are used to compare their small-sample behaviour to that of the maximum likelihood estimate.

计量经济学非参数统计蒙特卡洛方法双变量分析