Sentence examples for based on likelihood function from inspiring English sources
The proposed methods use geographical boundary information to construct a graph in which a cluster growing process is performed based on likelihood function maximization.
The outcomes produced by each parameter set were scored according to their fit with multiple calibration target data based on likelihood scoring functions.
SNPs were selected based on likelihood of affecting normal protein function (Table 1), association with an amino acid change in the protein (missense mutation) and location within exons.
Based on the likelihood function, one can calculate the standard deviation of the estimate from the Fisher's information measure for MLE.
Based on the likelihood function, an approximate solution to the maximum likelihood estimation of the parameters can be obtained using the EM algorithm.
Applying Bayes rule to the ZIP regression model with co-varieties based on the likelihood function in Eq. (5) and the prior distribution function in Equation (6) yield the following joint posterior distribution with a nonstandard density: {text{f}}left( {upalpha,, upbeta /{text{y}}} right) propto {text{f}}left( {{text{y}}/upalpha,, upbeta } right){text{f}}left( {upalpha,, upbeta } right).
The statistic of this proposed control chart is constructed based on the likelihood function.
Two approaches are presented and compared: a binary accept/reject and a method of assigning file weights based on the likelihood function.
Tjur's coefficient of discrimination (D) was used to evaluate and compare the different models, since it is closely related to linear measures of fit and is not based on the likelihood function (Tjur 2009).
