Sentence examples for both maximum likelihood and from inspiring English sources

This algorithm can be embedded in both maximum likelihood and cross-validation estimation methods.

Methods to address weak identification are proposed when there are data available on the overall market shares of all alternatives, and both maximum likelihood and Bayesian estimation methods are explored.

In terms of estimation methods, we used both maximum likelihood and generalized spatial two-stage least squares (gs2sls) estimators.

Central to both maximum likelihood and APP demapping is the conditional distribution of the received signal given the transmitted signal.

After the 127 ortholog concatenated alignment dataset was produced, and its model was selected as RtREV + I + G + F (gamma shape = 0.947; proportion of invariable sites = 0.063), a concatenated phylogenomic tree was calculated using both maximum likelihood and Bayesian inference methods (Fig. 4).

Phylogenetic analyses implementing both maximum likelihood and parsimony of the 731 representative core rickettsial proteins (discussed below) resulted in robust estimates for these 10 taxa (Figure 3).

To confirm the orthology of retrieved gene sequences, phylogenetic analyses using both maximum-likelihood and Bayesian inference methods were carried out.

Both maximum-likelihood and Bayesian methods were used to ascertain the phylogenetic position of each unidentified species relative to known bacterial species.

While alignment to outgroup sequences is unreliable, both maximum-likelihood and GUIDANCE-PhyloBayes reconstructions support Thermotogales and Aquificales as sister clades (see Additional file 5).

Overall, the null hypothesis of rate constancy for ITS sequences was not rejected in the majority of annual/perennial comparisons based on both maximum-likelihood and Tajima's 1D relative rate tests.

While the precise placement of the root of the common type is uncertain due to short internal branch lengths and the large phylogenetic distance to the outgroup, the major division within common SerRS leading to Archaea is well supported under both maximum-likelihood and Bayesian models, and shows a broad and complex phylogenetic distribution implying HGT between many groups.