Sentence examples for maximum likelihood over from inspiring English sources
We make an assumption that defines the likelihood of a set of hypotheses as the maximum likelihood over the elements of the set.
There are several advantages of using maximum likelihood over the F-statistics.
LA, LB and LAB were the maximum likelihood over βi in sample A, sample B and pooled samples A and B, respectively.
However, the trend model achieved relatively high maximum likelihoods over a much larger range of ancestral chromosome counts and when conditioned on more extreme chromosome counts it had lower AICs than either of the other two models (fig. 3).
The likelihood ratio is calculated for each cylinder and the scan statistic is the maximum likelihood ratio over all possible cylinders, again corresponding to the most likely cluster.
The scan statistic was the maximum likelihood ratio over all the windows, which corresponded to the most likely cluster.
A scan statistic or test statistic is the maximum likelihood ratio over all possible circles (c) that identify the most likely (unusual) cluster.
The maxAlike algorithm aims at reconstructing the nucleotides of a DNA sequence homolog in a given target species by employing a maximum likelihood computation over a phylogenetic tree, which results in residue probabilities for each position in the target sequence.
Coscoroba shares a derived R230H substitution with C. atratus, and maximum likelihood reconstruction over the phylogeny using PAML predicts an R residue at position 230 in the inferred last common ancestor between Coscoroba and Cygnus (posterior probability = 0.997) strongly suggesting that the R230H substitution occurred independently in the two lineages.
We fitted the binomial logistic model described in Equation (1) using the glm function in R. We fitted the beta-binomial model described in Equations (2) and (3), including the maximum likelihood estimation of the over-dispersion parameter, using a maximum likelihood approach implemented in the R package aod.
Although maximum likelihood sequence detection over all the concatenated elements is the optimum detector, the process is often too complex to realize.
