We selected final models based on models that achieved the highest likelihood ratio chi-square and were conceptually appropriate.
It can plausibly be argued that the more this is achieved, the greater the likelihood of a closer fit of the proxy's view with the patient's own experience.
The results reported here are based on the combined post-burnin data from the two runs that achieved the greatest marginal likelihoods, as summarized in Table 2.
They are a likable team who play good football and it is difficult to know what more Warburton could have achieved, yet the likelihood is that not even promotion to the Premier League will be enough to save his job and so, inevitably, one wonders what Brentford think they are doing.
Consequently, a zero-truncated Poisson likelihood is the basis of the inference and since all models are nested, model comparisons can be achieved using the likelihood ratio test (LRT).
The improvement of the multiple model as regards goodness-of-fit was achieved using the Likelihood Ratio test: variables yielding Chi-square test with non-significant P value (P > 0.05) were excluded step by step.
Samples within D ≤ λ are assigned to the cluster representative μ k, which is the one to achieve the highest likelihood within the kth cluster members.
Mountain forensics determined that the likelihood they achieved the summit was, in fact, very remote.
In all models, multiple random starts were used to help achieve the optimal maximum likelihood solution.
The learning rates of FQ-learning were independently set to achieve the highest normalized likelihood in each first and last part of a block.
