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In the present paper, however, the value of likelihood is used to find a starting model for advanced discussions, because of its convenience.
The likelihood ratio tests show that the value of likelihood ratio in the models with respondents who came to China before 2008 increased only 1 unit of likelihood from model 2 to model 3, which is not a significant improvement.
where L is the maximized value of likelihood function for the estimated model, n is the number of data points, k is the number of free parameters to be estimated and λ is the penalty factor assumed 1 in our case.
The migration rate estimate with the highest smoothed value of likelihood is m1 = 0.095 (average of 3 independent runs) and the 95% confidence intervals exclude the value zero for gene flow (Table 3).
‡ p value of likelihood ratio tests, indicating significance of seasonal variation Consistent with the results from the seasonal effect models, the influenza effects in four seasons estimated from the interaction models (measured by influenza-associated excess risks in each season) were found lowest and not significant in autumn for all the age-disease categories (Table 2).
In order to confirm that our Bayesian analyses converged and mixed well, we monitored the fluctuating value of likelihood and compared means and variances of all likelihood parameters and likelihood scores from the independent runs using the program Tracer v1.2.1 [ 71].
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The values of likelihood (L) and log-likelihood (logeL) are: (13) (14) respectively.
The best statistical values of likelihood were observed with a recently released force field covering a large portion of dihedral angles occurring in drug-like compounds in combination with the water as solvent.
P-value of likelihood permutation test [ 25].
The negative binomial regression showed a good fit with p-value of likelihood ratio test = 0.687.
The model fitted the data well with p-value of likelihood ratio test = 0.573.
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