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A model is considered to have good predictive properties if the lines representing the trend in the observed data (median and lower and upper percentiles) mainly fall inside the corresponding model based confidence intervals.
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Ramchurn et al. [22] developed a trust model based on confidence and reputation.
Because the inferences are model based, exact confidence intervals can be determined for the parameter of interest.
The bias was calculated as the relative bias: abs true-est)/est; abs true-est% coverage probabilities were also reported based on model based 95% confidence interval.
The default confidence set is that provided by the model based on the confidence of the previous node in the path and the confidence loss due to the transform.
‡Wald based confidence intervals.
For the all phenotype model based on the high confidence hits, the distribution consistently deviated from the diagonal.
In Figure 1 an example of the model based RD estimate with pointwise confidence intervals, constant through time, is reported in the right panel.
Variables independently associated with survival were identified with a Cox regression model based on hazard ratios with 95% confidence interval (95% CI).
Users should be aware that both of the confidence intervals considered in this paper are model based.
Note: The bootstrap estimates of SE and BC a Confidence Intervals are shown in italics below the model based estimates and are based on 1000 resamples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com