Stochastic System Identification Toolkit (SSIT) to model, analyze and design single-cell experiments
Files for my Nonlinear Systems and Controls class.
KPC-Toolbox: MATLAB toolbox to fit Markovian Arrival Processes
Markov chain simulator in a sequence stratigraphic framework
ExaStoLog: a MATLAB toolbox for EXAct solving of STOchastic LOGical models
Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.
Queueing Theory and Markov Chain cases, where Stochastic Modeling is applied
Simple slow-moving debt crisis.
An Example of Markov Chain and multinominal option pricing. As a coursework, we are required to price a double barriers knock-in binary put option. We used finite difference method in 24 ways and multinomial lattice in 12 ways. We also implemented analytic and Markov chain method. At the end, we compared these four methods and Monte Carlo method…
This repository provides a simple code for simulating the model of opinion dynamics in DeGroot (1974).
Probability Distributions - Markov Chain - Poisson Process - M/M/1 - M/M/1/K - M/M/c - M/M/c/c - M/G/1 | Queuing Systems at ECE NTUA
MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing
A queueing package for GNU Octave
Simulation of integrated information in biological systems.
Localization of brain sources measured by EEG using 3 approaches: Gibbs sampler (Markov chain Monte Carlo algorithm), Minimum Norm Estimates (MNE) and Source Imaging based on Structured Sparsity (SISSY)
A portfolio of miscellaneous work, currently containing a paper on the use of Markov Chains with weather prediction and accompanying MATLAB code.
Interpret the user behaviour between webpages as a Markov chain and investigate the applications of Perron-Frobenius Theorem in the Google PageRank algorithm.
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