Sentence examples for building a variable from inspiring English sources

For more complicated data linkage, building a variable dictionary, including the SV, is very helpful when checking and analysing data.

The procedure starts by building a one variable regression model using the variable that has the highest correlation with the response variable y.

This was performed by building a dichotomous dummy variable for each GP practice, which was included in the model.

This was performed by building a dichotomous dummy variable for each GP practice, which was included in the models.

Prior to building a final model, variables were tested for interaction effects using cross-product terms and for multiple-collinearity using the collinearity matrix index.

Díaz-Uriarte and Alvarez de Andrés [44] suggested eliminating 20% of the variables having the smallest variable importance and building a new forest with the random variables.

We performed also a logistic regression analysis with the diagnosis as dependent variable and the 4DSQ scores as independent variables, building a parsimonious model by stepwise backward elimination of non-significant "predictors" (p > 0.05).

Such an approach aims at deriving the partial correlations between two variables conditioning on the remaining ones, and building a network where the variables are connected by an edge if and only if their partial correlation is significantly non-zero.

After building a predictive model whose variables - including city population, hockey's local popularity, youth hockey's local presence and the number of competing pro sports teams in the market - jointly explained 74% of the revenue variation across existing NHL teams, WUSA then applied their model to 8 potential NHL markets.

Filter methods based on correlation or mutual information ranking [21] are easy to implement; however, selecting the most relevant variables is usually suboptimal for building a predictor, particularly if the variables are redundant.

This is supported by the large number of phase variable genes, building a genetic pool for possible adaptation processes.