Sentence examples for using a nonparametric model from inspiring English sources

By using a nonparametric model of the control loop, that can be easily identified on-line, various tracking problems can be cast into a unified, and easily interpreted optimisation framework.

Median change and median percent change in hsCRP and triglycerides were analyzed using a nonparametric ANCOVA model.

Closer inspection, using a nonparametric regression model (GAM), revealed that (1) residuals increased from 1977 to the mid 1980s in Danish coastal areas and the Wadden Sea, (2) residuals declined between the mid 1980s and the early 1990s in all regions investigated, and (3) residuals increased during the past decade in all four regions (GAM models in Figure 5).

Option characteristic curves were estimated using a nonparametric item response model to examine the probability of endorsing each of 7 options within each of 30 PANSS items as a function of standardized, overall symptom severity.

Confidence intervals for the model were obtained using a nonparametric bootstrap resampling procedure (n = 10,000 for each Monte Carlo data set).

The final model was evaluated using a nonparametric bootstrap and visual predictive check.

The model stability was validated using a nonparametric bootstrap (100 samples with replacement).

Using a nonparametric machine learning technique called LACKI, the estimated (possibly nonlinear) model function together with an estimation of Holder constant is provided.

Model building was done a priori, using a nonparametric method called 'random forests' [ 18].

We design a coupled shape prior to model the transformation between a related pair of surfaces, using a nonparametric joint probability density estimation.

Data were analyzed using a nonparametric test.