Sentence examples for maximum likelihood ones from inspiring English sources

Bayesian estimators are superior to maximum likelihood ones when considering the whole set of estimates (earlier work was empirical Bayesian, see Clayton and Kaldor, 1987; Efron and Morris, 1973).

If one chooses to perform Bayesian inference (rather than maximum likelihood), one might then have a prior distribution on k and the prevalence p, which together can be used to compute a prior distribution for M (because prevalence p is a function of k and M).

Thus, one maximum likelihood, one distance-based, five maximum parsimony and two Bayesian phylogenies were obtained.

The application of these methods resulted in one maximum likelihood, one distance-based, three maximum parsimony and two Bayesian phylogenies.

Bayesian inference from 41 tlr22, tlr22 and tlr23 sequences from 15 teleost species generated a consensus phylogenetic tree that was identical to the maximum likelihood one.

The fast maximum likelihood estimation, one iterative method based on particle filter, is designed to solve the problem of high computation load.

Thus, any data set with a duplication on a minimum length branch will obviously have a lower maximum likelihood than one without.

To assess the uncertainty induced by each submodel, we carried out a sensitivity analysis where the parameters of each submodel are set to their maximum likelihood values one after the other, making the submodel deterministic while the rest of the model remains stochastic.

Maximum likelihood recovered one tree with a likelihood score of -34413.698284.

We used a maximum likelihood Leave-One-Out Cross-Validation (LOOCV) classifier approach as previously described [ 7].

To obtain the maximum likelihood path, one only has to keep track of the values of s and f that are used to maximize each recurrence.