Sentence examples for model fitting estimate from inspiring English sources

To avoid overfitting, the inference is done using the Bayesian analysis, and thus the final model fitting estimate is obtained by integrating over parameters using an MCMC sampling technique.

It should be noted that the experimental data range from 10 −2 to 10 μg TCDD/kg and that the model fits estimates of the t1/2 values relatively well, given the variability in the data.

Because our with Φ ⃗ model fits estimate the scaling term, exp (A Φ ), the only effect of this rescaling is on our estimate of A Φ. To reduce noise in the Φ ⃗ data, we only used genes with at least three nonzero measurements.

Listwise exclusion did not significantly alter the beta coefficient or model fit estimates.

The single-factor model of Razavi et al. [ 44] was observed to offer the poorest fit to the data across all model fit estimates.

Model fit, estimated coefficients and post-sample tests of predictive validity are summarised below for 'all stroke' and 'severity-specific' algorithms.

Variables with the lowest predictive value were deleted from the model until further elimination of a variable resulted in a statistically significant lower model fit estimated with the likelihood ratio test (p ≤ 0.20).

However, some questions remain regarding the dimensionality of POPAC, as one of the model fit estimates did not reach the cut-off, and as two subscales did not quite reach the reliability targets.

SUV was used for semi-quantitative analysis and model fitting to estimate the model parameter values.

In this case, we use a specific error metric based on model fitting to estimate the reliability of reconstruction and object detection.

Mortality in weeks excluded from the model fitting was estimated by linear interpolation based on estimated mortality in weeks before and after excluded data.