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Let (Ω,F,P)(\Omega,\mathcal{F},P)(Ω,F,P) be a probability space. Let (Xn)n∈N(X_{n})_{n\in\mathbb{N}}(Xn)n∈N be a sequence of random variables, and XXX be another RV. Xn→XX_n\to XXn→X in probability if ∀ϵ>0:\forall \epsilon>0:∀ϵ>0: P(∣Xn−X∣≥ϵ)→0P(|X_n-X|\ge\epsilon)\to0P(∣Xn−X∣≥ϵ)→0we write it as Xn→pXX_{n}\xrightarrow{p}XXnpX
AEP For Continuous IID RVs
Asymptotic Equipartition Property
Norm-like Function
Theorems on Convergence
Summary of MATH 895
Itô Isometry
Bichteler-Dellacherie Theorem
Cross Variation
Quadratic Variation