条件分布属于指定指数族的二元分布

Bivariate Distributions with Conditionals in Prescribed Exponential Families

Journal of the Royal Statistical Society. Series B: Statistical Methodology · 1991
被引 103
ABS 4

中文导读

该研究刻画了条件分布属于指定指数族的二元分布类,推导出多种二元分布族,并给出了模拟样本和参数估计方法,对统计建模和数据分析有参考价值。

Abstract

SUMMARY We characterize the class of bivariate distributions such that the conditional distributions belong to any specified exponential families. The result leads at once to several bivariate families derived by Castillo and Galambos and by Arnold and Strauss, as well as to distributions with Poisson, geometric and other conditionals. We indicate methods to simulate samples from the distributions and estimate their parameters.

统计学概率分布数学数据分析