Evolutionary Alogorithm for Dose-Response Modeling (EADRM)
EADRM is an evolutionary algorithm approach to nonlinear dose-response modeling. This approach avoids model assumptions by evolving the best-fit model for the data, as well as performs nonlinear modeling by deriving parameter estimates. Versions of EADRM are available in both R and JAVA. To request a version of the software, please send me an email request. A more general (and faster) version is currently being developed to be released on CRAN.
References
Beam, AL and Motsinger-Reif, AA. Optimization of Nonlinear Dose- and Concentration-Response Models Utilizing Evolutionary Computation. Dose-Response (in press)
Metropolis-Hastings MCMC Sampler in Java
Please see this page for a 2D Metropolis-Hastings sampler written in Java
"We can only see a short distance ahead, but we can see plenty there that needs to be done."
-Alan Turing, Computing Machinery and Intelligence (1950)