Sentence examples for which are likelihood from inspiring English sources

We compared models using the Akaike information criterion (AIC) and the Bayes information criterion (BIC), 27 which are likelihood measures in which lower values indicate better fit and in which a penalty is paid for increasing the number of variables in the model.

The test statistics, which are likelihood-based score statistics, are obtained by summing the score contributions from each family.

The main objective of this study focuses on the comparison of three classification tools for Landsat images, which are maximum likelihood classification (MLC), support vector machine and artificial neural network (ANN), in order to select the best method among them.

Subsequently, we selected the parameter sets with high likelihood: those with likelihood higher than 1/8 of the saturated likelihood (which is the likelihood of the value 8,523 from the Poisson distribution with mean 8,523): 0.0043212/8 = 0.00054.

The QIC is analogous to Akaike's information criterion (AIC) for GEEs, which are not strictly likelihood based.

Heritabilities and variance components of the phenotypic variance were estimated with restricted maximum likelihood (REML) models, which are preferred over maximum likelihood models when fitting a large number of fixed effects [4].

We further evaluated model fit using weights (WAIC), which are the relative likelihoods of each model given the data.

Such poles are seen as hyperparameters which are tuned via marginal likelihood optimization.

Often values above a sufficiently large threshold can be modelled using the Generalized Pareto Distribution, the parameters of which are estimated using maximum likelihood.

There are differences in market outlet selection behavior among producers, which are reflected in the likelihood ratio statistics of estimated correlation matrix.

Specifically, we had a normally distributed prior and likelihood, which are conjugate functions.