1. Probability Foundations

Conditional Expectation — Quiz

Test your understanding of conditional expectation with 5 practice questions.

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Practice Questions

Question 1

Given a filtration $\mathcal{F}_t$, what does the conditional expectation $E[X|\mathcal{F}_t]$ represent in the context of financial modeling?

Question 2

Which of the following is a direct consequence of the projection property of conditional expectation?

Question 3

Consider a random variable $X$ and a sub-$\sigma$-algebra $\mathcal{G}$. If $X$ is independent of $\mathcal{G}$, what is $E[X|\mathcal{G}]$?

Question 4

Which of the following statements correctly defines conditional variance?

Question 5

In the context of filtering theory, what role does conditional expectation play?