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Exact(11)
However, these estimates are rather unreliable.
It is seen that the estimates are rather symmetric, as they should.
The class probability estimates are rather reliable in this case and can make a difference as compared to randomly ranking the data.
When the ℓ1-norm sparsity-promoting regularization term is not present (cf. Figure 7), position estimates are rather inaccurate and some of them fall far from either of the two targets.
Yet, since standard errors have approximately doubled in size, most likely due to the smaller sample size, but also due to the within-family estimation method which tends to introduce more noise (measurement error), the sibling-fixed effects estimates are rather imprecisely estimated.
Even though this choice is obviously arbitrary the resulting estimates are rather conservative and the number of outliers is reduced.
Similar(49)
In contrast to the sensitivity of the model to the progression rate of lesions, the model mortality estimates were rather robust to other parameters such as cancer mortality rates and other baseline parameters.
The most basal splits among baboon lineages remained unresolved and the credibility intervals for divergence time estimates were rather large.
From the empirical standard deviations of the estimates it can be seen that the uncertainty in the estimates is rather high compared to the empirical mean.
Like the estimates of divergence dates, the rate estimates were rather robust to the parameterization of the distribution of evolutionary rates at the base of the tree.
The point estimates changed somewhat in discordant pair analyses, although the magnitude remained around the same and the change in the direction of the estimates was rather small.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com