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A stochastic process is a collection of random variables usually indexed by a totally ordered set.

-2 votes
1 answer
913 views

On the Cauchy-Schwarz Inequality for trace function of random matrices

In the deterministic case, for two matrices $A$ and $B$ with appropriate matrices, we know that $$tr((A^{T}B)^{2})\leq tr(A^{T}A)tr(B^{T}B)$$ which is the trace form of Cauchy-Schwarz-Inequality (CSI) …
Dude-Ray's user avatar
3 votes
1 answer
2k views

When do supremum and expectation commute?

This is an alternative form of the question in When do maximum and expectation commute? When we looking for conditions on $G(t,x(t))$ such that $$ \sup\limits_{t\in [0,N]}E[G(t,X(t))]=E[\sup\limits_{ …
Dude-Ray's user avatar