Words similar to log-likelihood
Example sentences for: log-likelihood
How can you use “log-likelihood” in a sentence? Here are some example sentences to help you improve your vocabulary:
Wald's statistics and log-likelihood ratios of the models were used to identify variable significance and model fit.
Details of the maximum likelihood estimation method are presented in [ 18 ] . The profile log-likelihood functions were optimized using a numerical scheme E04 JBF from [ 19 ] ; asymptotic standard errors of the parameters were obtained by approximating second derivatives of the function at the maximum.
As local maxima can be found by the EM algorithm, it is desirable to run the algorithm multiple times with various starting values and choose the estimate as the one resulting in the largest log-likelihood.
Statistically, equation (2) is a mixture model in which each component is represented by a genotype within a full-sib family [ 16 17 18 ] . The maximum likelihood estimates for θ = ( μ , σ 2, p ) can be obtained using the EM algorithm [ 19 20 ] . At the t th step of the EM sequence, the expected log-likelihood is proportional to
A loglikelihood test is highly significant with log-likelihood ratio equals 125 (df = 4).