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Univariate Distribution Relationships

Univariate Distribution RelationshipsLawrence M. LEEMISand Jacquelyn T. MCQUESTONP robability distributions are traditionally treated separately inintroductory mathematical statistics textbooks. A figure is pre-sented here that shows properties that individual distributionspossess and many of the Relationships between these WORDS: Asymptotic Relationships ; Distribution proper-ties; Limiting distributions; Stochastic parameters; INTRODUCTIONI ntroductory probability and statistics textbooks typically in-troduce common Univariate distributions individually, and sel-dom report all of the Relationships between these article contains an update of a figure presented by Leemis(1986) that shows the properties of and Relationships betweenseveral common Univariate distributions.

tional distribution. The geometric and exponential distri-butions are the only two distributions with this property. This property is a special case of the residual property. •The residual property (R) indicates that the conditional distribution of a random variable left-truncated at a value in its support belongs to the same distribution ...

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