Sentence examples for for nonlinear relationships from inspiring English sources
These entailed: a set of item definitions piloted for high comprehension; adequate statistical control for confounding influences by scene content and user experience; a substantially sized, highly varied image database; and the employment of statistical instruments to formally test for nonlinear relationships.
We would argue that by allowing for nonlinear relationships through discrete indicator variable, one can easily test whether the linearity restriction is supported by the data.
This data was then used to train and validate a statistical regression model called a Generalized Additive Model, a particular form of model that can account for nonlinear relationships between the variables.
To account for nonlinear relationships between outputs and factors we apply the log transformation to outputs.
For each attribute, the model with the lowest AICc value for the most data sets was selected as the best, and confidence intervals for the model parameters (and the utility threshold for nonlinear relationships) were obtained using a nonparametric bootstrap resampling procedure (n = 10,000 for each Monte Carlo data set).
The confounders were modeled linearly or as penalized splines (P-splines) to allow for nonlinear relationships.
Based on the analytical approximate solution of charge transfer model in electrode, a novel expression is obtained for nonlinear relationship between the two exchange current densities.
Generally, the transfer functions for function approximation (regression) are sigmoidal function, hyperbolic tangent, and linear function, in which sigmoidal function is widely used for nonlinear relationship.
Stepwise MLR is a simple and powerful method to modeling the linear correlation of significant input variables but it does not account for nonlinear relationship, so ANN model was constructed for this purpose.
In the second stage, the residuals of the first stage are used as input data for the MLP model, allowing for the identification of nonlinear relationships.
Owing to the detection of nonlinear relationships for both total and HMW adiponectin, cross-product terms were included for adiponectin values below and above the observed inflection points.
