The R Implementation of the ‘t-walk’ MCMC Algorithm (Rtwalk)
The ‘t-walk’ is a general-purpose MCMC sampler for arbitrary continuous distributions that requires no tuning.
Bootstrap Test for Similarity of Dose Response Curves Concerning the Maximum Absolute Deviation (TestingSimilarity)
Provides a bootstrap test which decides whether two dose response curves can be assumed as equal concerning their maximum absolute deviation. A plenty of choices for the model types are available, which can be found in the ‘DoseFinding’ package, which is used for the fitting of the models.
Sparse Generative Model and Its EM Algorithm (spinyReg)
Implements a generative model that uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector. Such a model allows an EM algorithm, optimizing a type-II log-likelihood.