The RILs are maintained as living stocks to produce seed sources for multilocation research on fiber among other traits and to extract fresh DNA samples for a broad spectrum of genomic studies.
Here, we take full advantage of the richness of the EMR to define cases and controls for select binary traits as well as to extract laboratory values for consideration as outcome variables.
We provide means to preprocess these additional data, and to extract relevant traits corresponding to the transcription patterns under study.
These resources enable repetition of the analyses presented here but, probably more importantly, they enable computer vision scientists to extract additional traits from the image sets and statisticians to develop new methods for mapping phenotypes quantified with high time resolution.
However, the original analytic strategy proposed by Campbell and Fiske for conducting an MTMM analysis has been shown to have multiple limitations, including ambiguity about what constitutes satisfactory results and how to extract underlying trait and method factors from the correlation matrix [ 25].
In order to extract these two traits from individual human displacements, one needs to look at the evolution of visitation patterns over a large period of time.
This exemplifies the ability of deep data analysis not only to highlight statistically significant traits in multidimensional data, but also to extract physically and chemically relevant behaviors, preserving the units of measurement in the process.
We created five HDL-C algorithms to extract this quantitative trait from African American subjects genotyped with the Illumina Metabochip [ 17] and available in BioVU, the Vanderbilt biorepository linked to de-identified electronic medical records [ 18].
Since it is recorded in a different social interaction setting, where the vlogger is the only participant, it is not possible to extract the perceived leadership traits as in meeting videos.
To extract data for RBC traits, we used separate relational databases as well as semi-structured data sources in the Mayo EMR.
