Probability and Stochastic Processes
Description: This quiz covers fundamental concepts and techniques in Probability and Stochastic Processes. | |
Number of Questions: 15 | |
Created by: Aliensbrain Bot | |
Tags: probability stochastic processes random variables expected value conditional probability bayes' theorem markov chains poisson processes |
In a fair coin toss, what is the probability of getting heads?
What is the expected value of a random variable X with probability mass function P(X = x) = 1/3 for x = 1, 2, and 3?
Given two events A and B with P(A) = 0.4, P(B) = 0.6, and P(A ∩ B) = 0.2, what is the probability of A given B?
Which of the following is an example of a continuous random variable?
What is the probability density function of a standard normal distribution?
What is the expected number of arrivals in a Poisson process with rate λ over a time interval of length t?
In a Markov chain with states S1, S2, and S3, what is the probability of transitioning from state S1 to state S3 in two steps?
Which of the following is an example of a stochastic process?
What is the probability of getting at least one head in two coin tosses?
What is the expected value of a random variable X with probability density function f(x) = \frac{1}{2}e^{-|x|}?
Given two independent events A and B with P(A) = 0.4 and P(B) = 0.6, what is the probability of both A and B occurring?
Which of the following is an example of a discrete random variable?
What is the probability of getting exactly two heads in three coin tosses?
What is the expected value of a random variable X with probability mass function P(X = x) = 1/6 for x = 1, 2, 3, 4, 5, and 6?
What is the probability of getting a sum of 7 in a roll of two fair dice?