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But the estimates that correspond in the two papers are very similar, so this is inconsequential.
The analytical risk estimates computed by the load-resistance model are compared to conventional risk estimates that correspond to the upper-end percentile of the load-effect distribution.
For position updates, a delayed rejection step [14] is carried out to allow movement between posterior estimates that correspond to more widely separated channels.
Movement models constrain the trajectory of the animal, reducing or removing the occurrence of location estimates that correspond to improbable or impossible trajectories.
It is therefore important, when estimating speciation and extinction rates, to take into account the uncertainty in the time estimates that correspond to the appearance of this behaviour.
102 The result is a simple score that provides probability estimates that correspond to the score generated by the multivariate regression model.
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From an interpretability standpoint, the two-piece models were more appealing as they yielded parameter estimates that directly corresponded to changes in hazard at the specified time point, which may be useful in targeting interventions (while the parameter estimates for a Weibull model describe the shape of the baseline hazard, which is not directly meaningful).
To deal with this problem the log-likelihood maximization will be repeated several times with different starting values and the parameters estimates will be chosen to be the vector of estimates that corresponds to the highest log-likelihood assuming that it does not have the characteristics of a spurious maximizer.
Without penalty, a slight bias in estimates that corresponded to the highest and lowest population values was evident, arising from constrained estimation.
However, in a factorial design like ours such a distinction can be made by analyzing the pattern of parameter estimates across conditions, contrasting conditions that correspond to expected and unexpected cue outcome combinations.
These local maxima correspond to estimates that are very different from the ones of the global maxima shown in Table 4 (see subsection 6.2 for an example).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com