A probability distribution is strictly stable with index if for every positive integer , for independent copies. Here no centering term is allowed, unlike in the general definition of a stable distribution.
Survival distribution 2026-10-07
A survival distribution is the probability distribution of an event or failure time, commonly summarized by its survivor function, hazard function or cumulative hazard function. It may contain atoms or a positive probability of an event never occurring; an ordinary density-based hazard therefore need not describe every survival distribution.
Transport-entropy inequality Created 2026-09-24 Updated 2026-09-24
A transport-entropy inequality controls an optimal expected transportation cost between probability distributions by their Kullback-Leibler divergence.
Uniqueness theorem for moment-generating functions Created 2026-09-29 Updated 2026-10-07
If two random vectors have moment-generating functions that are finite and equal on a neighborhood of the origin, then they have the same probability distribution.
Variational inference 2026-10-06
Variational inference approximates a posterior distribution by minimizing a Kullback-Leibler divergence over a chosen family of probability distributions. For an unnormalized posterior density and a trial probability density function , minimizing is equivalent to minimizing .
Wiener measure Created 2026-09-24 Updated 2026-09-28
Wiener measure is the probability distribution of Brownian motion on a continuous-path space, usually or .