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Because multiple imputation generally assumes that the data are, at the least, MAR, this approach can also be used on data that are MCAR (Marchenko & Eddings, 2011).
First, a simple model with two variance components (an additive polygenic component and a individual specific environmental component) was used on data that were appropriately normalized to accommodate the assumptions of the model (see Material & Methods section).
Another contribution is that we show that some other estimators, that have been used on data that could be reasonably modeled using Model Mb, can have a substantial bias when applied to data from Model Mb.
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Much of the science that the agency uses relies on data that isn't public — like medical records that are by law confidential — but the studies are peer-reviewed and sound.
If the date failed the normality test, the Kruskal-Wallis one-way ANOVA on ranks was used for data that failed the normality test.
For most subjects the precise treatment time tables and subsequent clinical follow up were not obtainable due to the IRB restriction on use of data that had already been collected in another clinical study.
There are two typical types of normalization used on spectral data that include total absolute sum and square root of the total squared sum (Euclidean norm).
Our study was limited by the number of health facilities and the use of data that relied on contraceptive service provider perceptions and reports.
This means that large models may be used with confidence even when based on data that is known to be approximate.
Yet this robustness very much depends on using data that have used a standardized classification of species status.
The main drawback of this analysis is the lack of information on tyrosine kinase inhibitors used, data that cannot be ascertained in the SEER registry.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com