Sentence examples for evaluating likelihood from inspiring English sources
In evaluating likelihood ratios the optimal cut-off score combines the largest PLR with the smallest NLR.
The analysis was run for 15,000,000 generations sampled every 1,000 generations, and burn-in values were determined empirically by evaluating likelihood scores.
Specifically, we first independently evaluate likelihood values at discrete delay-Doppler bins for each partition.
We conduct simulation studies to evaluate likelihood ratio test based CI construction, conditional likelihood based UMVUE, and compare their performances with approaches of Koyama and Chen [ 2].
However, the value of x ~ λ, k ( i ) can be used in Stage 2 to evaluate likelihoods for three sensors in order to sample proposal partitions and help remove partitions that have incorrectly been sampled.
In contrast, PAC-based models (e.g., Hellenthal 2006; Gay et al. 2007; Yin et al. 2009) evaluate likelihoods of the data assuming a heuristic model that is an approximation of the constant population size coalescent.
As we will be estimating parameters and evaluating the likelihood on the same set of samples, simply maximizing the likelihood would severely overfit the training set.
