Sentence examples for maximized likelihood of from inspiring English sources

In GLMs, hypothesis testing and the goodness of fit of the model are based on the log-likelihood ratio statistic, also denoted as deviance D: D = 2 [ l (β ^ m a x ) − l ] ∼ χ m − p 2 where l (β ^ m a x ) is the maximized likelihood of a model with m, the maximum number of parameters that can be estimated, and l denotes the likelihood of the P-dimensional parameter β.

Analysis of deviance is used to compare the maximized likelihoods of the null (β=0) and unconstrained β models in the construction of likelihood ratio tests of disease association for an accumulation of rare variants.

The maximized likelihood for each model as a function of the change point forms the profile likelihood, and the maximum likelihood across all 19 models determined the best fitting model; the change point associated with that model is the maximum likelihood estimate for the change point that we report (29).

Table 2 provides the G2 statistic values resulting from comparing the maximized likelihood function of the nested models.

To assess whether adding the comorbidity measure improved the fit of the regression models, we reported G2 statistics, which resulted from comparing the maximized likelihood function of a model including the comorbidity variables with the nested baseline model.

To overcome this difficulty, an empirical λ selection method was proposed in [ 20] that can guarantee significant increase of the maximized likelihood value as a function of the graph complexity (number of edges).

The test statistic is − 2ln(L1/L2), where L1 and L2 are the maximized likelihoods for model no. 1 and no. 2, and follows a chi-squared distribution.

All complete lattice parameter sets that were extracted from more or less 2D-periodic images can, therefore, always be classified with a maximized likelihood as corresponding to one of these Bravais lattice types.

Multipoint programs RHMINBRK (calculation of map order with minimal number of obligatory chromosomal breaks) and RHMAXLIK (calculation of map order with maximized likelihood given the retention pattern) were applied for map construction under the equal retention model.

The interval with the highest maximized likelihood values was taken as the estimated location of the QTL, and the estimate of effect for this interval was taken as the estimate of the QTL allele substitution effect.

The position-specific statistics are computationally efficient, straightforward to obtain from maximized likelihood functions and allow a relatively straightforward interpretation of the resulting statistic.