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From 1908 to 1913 he studied the patterns of records of normal heart activity in order to gain precision in recognizing and interpreting deviations.
To avoid bias and gain precision, researchers recommend that the imputation models contain at the least—every variable included in the analysis model.
The relative share in the horizontal axis is calculated considering the average distribution in 2004/5 and 2005/6 to gain precision, but the results also hold when considering only the 2004/5 cross-section.
Building upon this insight, we first provide a summary of the concepts and attempts to gain precision in defining resilience and vulnerability, by relying on existing literature mainly from disaster risk sciences.
In other words, we gain precision from using single imputation, and this makes our estimates more reliable.
In randomised trials, it is important to be able to adjust for covariates to gain precision in estimating the mean cost.
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This allows us to quantify the gained precision as we move from a fully automated to a human-guided analysis.
This can be construed as an average gained precision of 19.7% to 44.4% when a user supervises the video analysis and takes action to correct tracking errors.
It gains precision by borrowing strength from the common variance assumption, but it retains flexibility in allowing for differing between-trial variances.
One approach to gaining precision for the between-trial variance estimation is to 'meet in the middle' between the homogeneous and heterogeneous variances models by assuming that the between-trial variances are exchangeable.
Another approach to gaining precision but retaining flexibility in modelling of heterogeneous variances is to re-parameterize the variance structure in order to ensure that the property of consistency also holds for the between-trial variance (and between-comparison correlation) parameters [ 10].
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Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com