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.
|Author||Marius Pfeuffer [aut,cre], Greig Smith [ctb], Goncalo dos Reis [ctb]|
|Date of publication||2017-10-09 20:17:21 UTC|
|Maintainer||Marius Pfeuffer <[email protected]>|
|Package repository||View on CRAN|
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