**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.

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