Sentence examples for maximum likelihood variable from inspiring English sources

The max-product algorithm is employed to find an approximate solution of maximum likelihood variable configurations of equation (3) (Kschischang et al. 2001).

Table 5 Logit diversification of livelihood strategies model: maximum likelihood result (response variable, Y = 1 pastoralism and/or others, Y = 0 pastoralism only) Explanatory variable Coefficient Std.

Table 2 Logit P. juliflora as a source of income model: maximum likelihood result (response variable, Y = 1 if a household uses P. juliflora as a source of income, Y = 0 otherwise) Explanatory variable Coefficient Std.

This model implements a maximum likelihood approach to variable characters (i.e. morphology).

We then proceeded with model selection by using maximum likelihood estimation, dropping variables one by one, starting with the ones with smallest t values, and left them in the model if their removal resulted in a poorer model (significantly larger Akaike information criterion (AIC) value as indicated by likelihood ratio tests, LRT).

This method develops a dynamic programming algorithm, which is theoretically guaranteed to find exact maximum likelihood solutions of the variable order Markov chain model for haplotype inference problem within linear running time.

We implemented a maximum likelihood model that permits variable turnover rates in different parts of the species tree.

Modeling by least squares linear regression for continuous outcome variables and maximum likelihood logistic regression for dichotomous outcome variables was used to assess individual effects while adjusting for individually significant covariables.

Logistic regression uses maximum likelihood estimation after the dependent variable has been transformed into a logit variable.

The model is presented as a maximum likelihood problem involving discrete variables.

The rationale for using SVM in this context was to use an alternative to maximum likelihood to identify the variables that best predict the trait (expression level) of interest.