Hidden Markov Models
April 21, 2025 · 8 min read · Page View:
This is a lecture note of Hidden Markov Models.
...timerring
Markov Chains
April 20, 2025 · 27 min read · Page View:
This is the notes for the lecture of Markov Chains.
...Markov Processes
April 20, 2025 · 8 min read · Page View:
This is a summary of the lecture notes of Markov Processes.
...Stock Prices
March 20, 2025 · 1 min read · Page View:
This is a tutorial for stock prices in the context of random processes.
...Possion Processes
March 19, 2025 · 18 min read · Page View:
This article is mainly about the Poisson processes in the book “Random Processes” by Gregory F. Lawler.
...Stochastic Processes
March 15, 2025 · 20 min read · Page View:
Compared to deterministic model, which is specified by a set of equations that describe exactly how the system will evolve over time. In a stochastic model, the evolution is at least partially random and if the process is run several times, it will not give identical results.
...Random Walks
February 18, 2025 · 5 min read · Page View:
This article is a summary of the random walks in the book “Random Processes” by Gregory F. Lawler.
...Sequences of Random Variables
February 2, 2025 · 2 min read · Page View:
Parameter Estimation
February 2, 2025 · 5 min read · Page View:
This is the notes for the lecture of Parameter Estimation.
...Two Random Variables
February 1, 2025 · 0 min read · Page View:
This article is about the two random variables and their properties.
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