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MGF Technique

MGF Technique

Dec 10, 20251 min read

  • math/probability

Definition

Let {Xn​} be a Sequence of random variables with MGF MXn​​(t) and X be a Random Variable with MGF MX​(t), then n→∞lim​MXn​​(t)=MX​(t)⇔Xn​→DX

A technique calculating limiting distribution using Moment Generating Function

Facts

n→∞lim​ψ(n)=0⇒n→∞lim​(1+nb​+nψ(n)​)cn=ebc


Graph View

  • Definition
  • Facts

Backlinks

  • Asymptotics for Multivariate Distributions
  • Mathematical Statistics Note

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