ctmcd

R package ctmcd: Estimating the Parameters of a Continuous-Time Markov Chain from Discrete-Time Data. Functions for estimating Markov generator matrices from discrete-time observations. The implemented approaches comprise diagonal adjustment, weighted adjustment and quasi-optimization of matrix logarithm based candidate solutions, an expectation-maximization algorithm as well as a Gibbs sampler.