Sentence examples for model likelihood and from inspiring English sources

The likelihood consists of the contribution of the language model likelihood and the acoustic model likelihood.

Given a link a ∈ A, S [a] denotes its start node, E [a] its end node, I [a] its hypothesis identity, ac [a] its acoustic likelihood, lm [a] its language model likelihood and pr [a] its posterior probability.

({mathcal H}_{s_{r}}) and ({mathcal H}_{s}) are the HMM sequences of the correct label s r and a hypothesis s, respectively; p λ is the acoustic model likelihood; κ is the acoustic scale; p L is the language model likelihood; and A s,s r ) is the phoneme accuracy of s for s r.

lnL is the logarithm of the model likelihood and the LRT is the likelihood ratio test.

Tracer 1.4 [ 99] was used to check for convergence of the model likelihood and parameters between each run.

In particular, we searched for evidence that the model likelihood and parameter estimates had reached stationarity after a burn-in period.

When the estimated states are obtained, the model likelihoods and probabilities are needed to be calculated to prepare for the output combination.

Summary of model likelihoods and parameter estimates for the optimal model and the 8 models within 2LnL of the optimal score.

The analytical results indicate that the TF and NF forms will exhibit distinct model likelihoods and parameter MLEs – the critical statistics used for drawing inference on the importance of parameters and the nature of their effects.

Lectures will cover basic elements of statistical modeling (generalized linear models, likelihood and Bayesian analysis, conditional probability, latent or unobserved states).

Adding eGFRCYS to a fully adjusted model that included eGFRMDRD improved both the model likelihood ratio and the c-statistic, whereas adding eGFRMDRD to a fully adjusted model that included eGFRCYS resulted in no improvement in fit.