Sentence examples for model fitting assessment from inspiring English sources

However, methods for binary model fitting assessment may not be applicable to multi-category problems.

The fourth Section provides technical details for grid model fitting assessment.

The Cox model is easier to implement using existing software, while the additive model needs more model fitting assessment, for example in deciding how to smooth the estimated cumulative hazards to get well behaved hazard estimates.

A Gaussian approximation to the Poisson distribution is said to be valid when the mean is ≥10 [ 27]; thus linear models which account for the mean-variance relationship, e.g. via weighted least squares, may be an attractive alternative since model fitting and assessment of model fit is more straightforward than for GLMs.

The parametric model fitting process, assessment of respondent repeatability and reproducibility, and the statistical modeling of the time-intensity response curve parameters with respect to the statistical experimental design are described in detail.

Model fitting was assessed using the deviance statistic.

All modeling steps and calculations, including GA variable selection, model fitting, and validation as well as AD and accuracy assessment were performed using MATLAB (version 8.2, glnxa64) [121].

A subset of 75% of the data (n = 106) was used for model fitting, and the remainder (n = 36) was used for model assessment.

In the model fitting procedure, comparisons were based on visual inspection of observed versus predicted plots, value of the objective function, assessment of parameter correlation precision, and the Akaike information criterion.

Model fitting is hierarchical, offering unbounded flexibility in adding complexity.

Overall model fitting employs several aspects.