Online Stochastic Processes, Probability tutor

3 weeks ago


Kitchener, Canada TeacherOn.com Part time
Looking for a tutor for Stochastic Processes. Course Outline: use moment generating functions as a tool to determine expected values and identify probability distributions of random variables; use joint probability mass/density functions and conditional probability mass/density functions to characterize probability distributions associated with two or more random variables; use the law of total expectation to calculate expected values and probabilities through the principle of conditioning; specify a discrete-time Markov chain (DTMC), in terms of its transition probability matrix and initial conditions, and calculate various transition probabilities; classify the states of a DTMC; define fundamental DTMC concepts including irreducibility, periodicity, and recurrence/transience; find limiting/stationary probability distributions for certain DTMCs through the use of the Basic Limit Theorem; understand the mechanics associated with well-known DTMCs such as the random walk, the Galton-Watson branching process, and the gambler’s ruin problem; calculate absorption probabilities and expected absorption times for DTMCs using the principle of conditioning with respect to the first transition; use special properties associated with the exponential distribution (such as the memoryless property) and understand its important connection to a Poisson process; calculate various distributional quantities associated with the Poisson process, the non-homogeneous Poisson process, and the compound Poisson process. I need someone who is expert in this and can make up examples and problems for my to solve based off the notes and textbook provided in this course. They should be ready to look over the notes given to them to make sure that during sessions they are not trying to learn what is happening at the same time. Be ready in advance. Budget: $25 CAD per hour

Level: Bachelors/Undergraduate

Gender Preference: None

Meeting options:
Available online - via skype etc.

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