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It is shown that the initial estimated variance setting of azimuth angle error can influence the speed of initial alignment significantly.
In the unstructured variance setting, the EE(Wald) and MLOD methods worked better than the other three methods.
In the unstructured variance setting, EE(Wald), MLOD, SL and ML methods worked better than the other three methods.
To determine the significant differences between group means in an analysis of variance setting (PI and apoptotic index) the Bonferroni test was used.
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Mean-matched Gaussian approximation - The mean μ is estimated from observations and variance set to 2μ.
It also uses L2 regularization, with a Gaussian prior variance set to 4.0.
If not, a new one is generated with mean value equal to the pixel value and weight and variance set to some fixed initialization value.
Figure 7(a) shows results for contaminated -Gaussian noise with the variance set as and varying (percentage of contamination) from to.
A pseudo-phenotype corresponding to each animal's genetic evaluation was generated, consisting of the animal's genetic value plus a residual with variance set to obtain the assumed reliability for each group of animals.
We give the tumour severity parameters μ a Normal prior, with both mean and variance set to be hyperparameters.
We performed the evaluation using the stepwise mutation (SMM) and two-phase models of microsatellite evolution, with the proportion of SMM and the variance set to 85%and12%2% respectively.
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