Sentence examples for based on likelihood and from inspiring English sources

Finally we opted for TM with model selection through AIC, a method based on likelihood and model complexity.

Based on likelihood and informative prior, we thus can rewrite (2) as the following: (6) log ⁡ (posteriori     score ) = − log ⁡ (RS S) + log ⁡ (C 2 ).

Several criteria were used, one based on likelihood maximisation (MLE) and two based on discriminative criteria (FD and FDW).

For model-based methods, metrics such as the Akaike Information Criterion (Akaike, 1974) and the Bayesian Information Criterion (Schwarz, 1978) are both based on likelihood values and can be used to evaluate how well one model fits the data relative to another model.

We used the two-step cluster algorithm that is implemented in SPSS with all variables treated as continuous, a distance measure based on likelihood ratio, and auto-clustering used to identify the optimal number of clusters in the analysis.

(ii)  Calculating a posteriori score based on likelihood score and informative prior.

Firstly, a gene regulatory network construction algorithm is proposed, in which a boosting regression based on likelihood score and informative prior is employed for improving accuracy of identification.

We present two different methods for scoring a DAG: one based on parsimony and one based on likelihood.

Table 1 shows the comparison of the results obtained with GLS and WLS tests, and three tests based on likelihood (SH, KH and ELW tests), assuming the PAM substitution model.

Selection of the most appropriate model structure was based on likelihood ratio tests and the Akaike information criterion (AIC, Akaike 1974).

P values were based on likelihood ratio tests and 95percentt confidence limits were calculated by Wald's test [ 23].