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If an obtained variance estimate is outside this limit, under- or oversmoothing takes place in image denoising based on blind estimation result.
Consequences of applying the obtained variance components for the more parsimonious PC and FA models for the practical prediction of breeding values with MACE were studied by monitoring the correlations between estimated breeding values (EBV) from the different PC and FA models.
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Noise thresholds of IMFs are estimated through the obtained variances and an EMD threshold de-noising method using order-dependent thresholds is established.
The SRMR is the average of the standardized residuals between the specified and obtained variance-covariance matrices.
We obtain variance estimations for conventional methods and compare them to simulations.
The R-ASReml package [ 24] was used to obtain variance component estimates and EBV of Deli and La Mé individuals.
Taylor series linearization methods were used to obtain variance estimates adjusted for clustering associated with the multistage complex survey design, with the exception of the AIC-based rANOVA.
In the Additional file 1 we summarize the optimization algorithm and the influence approach for obtaining variance estimates for the lexpit model parameters.
The bootstrap resampling method was used to account for the sampling design and to obtain variance estimates using the mean square error formula.
However, because of the inability to obtain variance statistics, a post hoc decision was made to estimate the required information size using the pooled mean difference and variance, adjusted for between-study heterogeneity, from the current study.
Based on the data obtained from our previous observational study (Carlson et al, 2011), we used Hierarchical Linear Modelling (HLM) to compare the trend difference of DT between the gender groups and obtain variance estimates.
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