Pieces of code that have appeared on my blog with a focus on stochastic simulations.
A repository of code that I have mentioned or used on my blog: http://hpaulkeeler.com/posts/
Feel free to use any of the code for whatever purposes. If you publish a paper using any of the code, please cite this repository.
I have written the code mostly in Python, C, and MATLAB. Much of it concerns random models.
See the individual posts for more details.
A selection of the code directories and the corresponding posts.
BertrandParadox
https://hpaulkeeler.com/the-bertrand-paradox/
BinomialRectangle
https://hpaulkeeler.com/point-process-simulation/
CoxLinePoint
https://hpaulkeeler.com/simulating-a-cox-point-process-based-on-a-poisson-line-process/
InhomoPoissonRectangle
https://hpaulkeeler.com/simulating-an-inhomogeneous-poisson-point-process/
MaternClusterRectangle
https://hpaulkeeler.com/simulating-a-matern-cluster-point-process/
MaternHardcoreRectangle
https://hpaulkeeler.com/simulating-matern-hard-core-point-processes/
MCMC
https://hpaulkeeler.com/the-metropolis-hastings-algorithm-in-python-julia-r-and-matlab/
PoissonDirect
https://hpaulkeeler.com/simulating-poisson-random-variables-direct-method/
PoissonDisk
https://hpaulkeeler.com/simulating-a-poisson-point-process-on-a-disk/
PoissonCheck
https://hpaulkeeler.com/checking-poisson-point-process-simulations/
PoissonFast
https://hpaulkeeler.com/simulating-poisson-point-processes-faster/
PoissonLine
https://hpaulkeeler.com/simulating-a-poisson-line-process/
PoissonRectangle
https://hpaulkeeler.com/poisson-point-process-simulation/
PoissonRectangleThinned
https://hpaulkeeler.com/thinning-point-processes/
PoissonTriangle
https://hpaulkeeler.com/simulating-a-poisson-point-process-on-a-triangle/
PoissonVoronoi
https://hpaulkeeler.com/creating-a-voronoi-dirichlet-tesselation
TestingJulia
https://hpaulkeeler.com/testing-the-julia-language-with-point-process-simulations/
ThomasClusterRectangle
https://hpaulkeeler.com/simulating-a-thomas-cluster-point-process/
VoronoiUniform
https://hpaulkeeler.com/placing-a-random-point-uniformly-placed-in-a-voronoi-cell/