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The final model will be estimated separately for each completed data set and the results combined using the rules developed by Rubin and Schenker 32 to account for imputation uncertainty.
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As illustrated in Figure 3, descriptors were calculated and the kernel matrix K was generated in a few seconds for each complete data set.
For each of five stochastically completed data sets, analysis of covariance (ANCOVA) was used to estimate a treatment group contrast that controlled for the baseline value of the clinical endpoint as well as clinical site.
The estimated group difference obtained for each of the five stochastically completed data sets were appropriately combined to obtain a single estimate of the intervention effect.
To avoid such biases, we simulated a total of five data sets and obtained 50 completed data sets for each cancer entity and each variant of multiple imputation.
Participants were given an incentive valued at $20 when they completed data collection for each round.
Currently, we have completed data for Honduras, Guatemala and Malawi on the platform.
In each area, it took 2 months for completing data collection including pre- and post-treatment periods.
Children received a $35 toy or bookstore gift card for completing data collection.
We attempted to complete data collection for each site within a 3-month time frame to limit temporal changes in any measure.
As the dynamic resources are filled with new data for each completed rubric pair, the speed of the process of interactively deciding the word alignments is continuously increasing.
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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