39 citations · 39 across the 3 of their papers we have counts for
4 papers
Multinomial belief networks for healthcare data
H. C. Donker, D. Neijzen, J. de Jong +1
Healthcare data from patient or population cohorts are often characterized by sparsity, high missingness and relatively small sample sizes. In addition, being able to quantify unce…
Efficient convergence through adaptive learning in sequential Monte Carlo Expectation Maximization
Donna Henderson, Gerton Lunter
Expectation maximization (EM) is a technique for estimating maximum-likelihood parameters of a latent variable model given observed data by alternating between taking expectations…
Accurate reconstruction of insertion-deletion histories by statistical phylogenetics
Oscar Westesson, Gerton Lunter, Benedict Paten +1
The Multiple Sequence Alignment (MSA) is a computational abstraction that represents a partial summary either of indel history, or of structural similarity. Taking the former view…
Phylogenetic automata, pruning, and multiple alignment
Oscar Westesson, Gerton Lunter, Benedict Paten +1
We present an extension of Felsenstein's algorithm to indel models defined on entire sequences, without the need to condition on one multiple alignment. The algorithm makes use of…