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Our three study groups represent three samples of relationships between BMI and risk factors and two samples of relationships between skinfold thickness-derived measures and DXA-derive measures and risk factors.
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Relatedness check is an essential procedure in linkage and association studies to prevent sample mislabeling or misspecification of relationships between DNA samples which can lead to spurious or biased results [8], [9].
The homogeneity and size of our sample prevented investigation of relationships between, for example, appraisal of imagery and severity of client psychopathology.
Due to the small sample size, exploration of relationships between rating scales was limited to the determination of bivariate correlation coefficients.
Enlisting drug-using couples through the female partner may have biased the sample in favor of relationships less prone to conflict, and this will need to be taken into account during data analysis and interpretation.
In addition, excluding couples from the study due to women's concerns about partner threats or conflicts may have biased the sample in favor of relationships less prone to conflict or violence.
Thresholding improves sample clustering (see below), provides a read-out for sample annotation, and simplifies quantification of sample relationships.
Along the line of this general denomination, the word 'factor' is a term that may enclose concrete entities, such as identifiable chemical components, environmental or biological sources of variation, or abstract contributions, the directions of which may help to find groups of samples, variable relationships, or behavior trends in a particular data set.
Obviously, the presented method can be used not just for visualization of relationships between samples but also for prediction of new samples (e.g. from an extra experiment).
"The sheer number of samples and relationships here along with this potential for interrelatedness will entail more testing and more advanced analysis," said Dr. Einum, who said his laboratory was doing no work on the case.
Furthermore, our data suggest that additional SNPs may be necessary for better resolution of relationships of samples among populations within countries.
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