Sentence examples for model estimation more from inspiring English sources

As shown before, with the noise component the emission distributions have longer tails (Fraley and Raftery, 1998) which makes the model estimation more robust to outlier points.

So the residuals in final iteration show that residuals which hinted to be an outlier in first iteration are really outliers, and the model estimation is more accurate and close to the model with no outlier data that we call it actual model.

JFA use enables channel variability compensation by offsetting the channel effects and more robust speaker model estimation by using more informative prior on speaker model distribution.

Due to the infeasibility of signal propagation model-based distance estimation, more and more researchers have employed a Wi-Fi fingerprinting-based approach, which is more robust, accurate, and cost-effective in real indoor environments.

Based on theoretical calculations, the Wood model estimation method can prove more sires (Table  2) than the TIM with the same TD sampling regime.

For more reliable fault model estimation, we can consider the other approaches.

Increased observations of such cases mean that pooling individual participant data across studies provides greater ability in model estimation and increased power to fit more complicated models.

Savic and Karlsson recommend as follows: "When shrinkage is high, other diagnostics and more direct population model estimation need to be employed in model building and evaluation".

Existing methods for estimating richness and community structure from observed samples are becoming more refined, improving model estimation, confidence quantification and comparative methods [ 7 9].

Because of this limitation, we believe the results of the probit model estimation, which is based on the more limited indicator of the use of RHIS information available in both 2004 and 2007, should be interpreted with caution.

Table 1 Results of model estimation.