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Welcome to Joburg Libraries Q&A, a platform where the public can ask and answer Johannesburg Libraries questions as a community for better educational outcomes.

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- General Questions

**Answered: Can properties of stochastic processes, such as the martingale property, be generalized to a corresponding local property?***Posted on Tuesday September 21, 2021*

Many properties of stochastic processes, such as the martingale property, can be generalized to a corresponding local property. The local properties can be more useful than the original property...

Click Here To Read More.**Answered: What is meant by filtration of \(\sigma\)-algebras?***Posted on Tuesday September 21, 2021*

For an ordered set \(T\), a filtration of \(\left(\mathcal{F}_{t}\right)_{t \in T}\) is a collection of \(\sigma\)-algebras on an underlying set \(\Omega\), satisfying \(\mathcal{F}_{s}...

Click Here To Read More.**Answered: What is the filtered probability space?***Posted on Tuesday September 21, 2021*

A filtered probability space, or stochastic basis, \(\left(\Omega, \mathcal{F},\left(\mathcal{F}_{t}\right)_{t \in T}, \mathbb{P}\right)\) consists of a probability space \((\Omega, \mathcal{F},...

Click Here To Read More.**Answered: What is the strong law of large numbers?***Posted on Tuesday September 21, 2021*

A sequence of random variables \(X_{1}, X_{2}, \ldots\) with finite expectations in a probability space is said to satisfiy the strong law of large numbers if

\[

\frac{1}{n}...

**Answered: Prove the martingale convergence theorem***Posted on Tuesday September 21, 2021*

Let \(\left(X_{n}\right)_{n \in \mathbb{N}}\) be a supermartingale such that \(\mathbb{E}\left|X_{n}\right| \leq M\), and let \(a<b\). We define a random variable counting how many times the...

Click Here To Read More.
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