MCMC toolbox for Matlab - Examples
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These examples are all Matlab scripts and the web pages are generated
using the publish
function in Matlab. The collection of examples can
be downloaded as file mcmcexamples.zip
. They use the MCMC toolbox.
- Monod model
- Fitting two dimensional Monod model for bacterial growth.
- Dose response
- The classical beetle data is analysed using logistic regression and MCMC.
- Algae model
- Simple dynamic ode model describes a nutirition food web in a lake.
- Chemical kinetics model 1
- Simple chemical kinetics example with 3 model parameters.
- Chemical kinetics model 2
- This example uses some advanced features of the toolbox. The data is made of two batches and some of the unknowns are local to the batches.
- Normal
- Sample from a fixed multi dimensional Gaussian distribution to test the MCMC algorithm.
- Banana
- Another technical example to check that the method works also with non Gaussian target distributions