Sentence examples for likelihood profile from inspiring English sources

LWF groups together words that have similar local word frequencies, building a statistical likelihood profile based on known CRMs that allows for prediction of similar CRMs [10].

We generated 100 simulated datasets in this way, using different parameter sets randomly drawn from the joint posterior of the parameters, and combined their results using likelihood profile methods to predict a single model-predicted mortality rate for each plot.

The global estimate of dN/dS was 0.015 (95% likelihood profile based confidence intervals, CI = 0.01 0.02) for the western lineage and 0.013 955% CI = 0.01 0.018) for the eastern lineage, indicating strong purifying selection.

Solving linear state-space models through Maximum Likelihood techniques is feasible, but the estimation process can yield an extremely complex likelihood profile and the convergence of parameters and states cannot always be guaranteed [24].

Finally, likelihood profile plots.

Confidence intervals were calculated based on the likelihood profile [ 51].

The likelihood profiles of the Matérn parameter estimates were asymmetric.

Additionally, a preprocessing step is performed to derive new interaction likelihood profiles that will contribute to the prediction since new miRNAs and diseases lack known associations.

Furthermore, we observed that the LPLNS model based on new interaction likelihood profiles could improve the performance to an AUC of 0.9127.

Confidence intervals for the maximum likelihood estimated (MLE) parameters (P) were calculated from the likelihood profiles following Morgan [33].

Likelihood profiles were determined for each of the demographic parameters: an example for the Australian population is shown in Figure 1.