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Conditional Distributions as Derivatives
P. Pfanzagl
The Annals of Probability
DOI: 10.1214/aop/1176994897 (Mathematics)
License: not stated (all rights reserved)
Abstract: Let $(X, \mathscr{a}, P)$ be a probability space, $Y$ a complete separable metric space, $Z$ a separable metric space, and $s: X\rightarrow Y, t: X\rightarrow Z$ Borel measurable functions. Then the weak limit of $P\{s \in B, t \in C\}/P\{t \in C\}$ for $C\downarrow\{z\}$ exists for $P-\mathrm{a.a.} z \in Z$, and is a regular conditional distribution of $s$, given $t$.
Published on 01 Dec. 1979