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In addition, six patients were excluded from the principal analysis due to 'poor model fit'.
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We, therefore, carried out categorical principal component analysis due to the presence of categorical predictors in our data set.
In total, 74 individuals from 40 families were removed following the principal component analysis or due to having chromosome rearrangements, extreme heterozygosity rates or discordant sex information.
We speculate that this apparent contradiction in quantile quantile plots and principal component analysis may be due to our small sample population (i.e., low power) and/or a low-density SNP set based on physical coverage with low linkage disequilibrium.
Due to this one-sided positive response sensitive multivariate tests (principal components analysis and cluster analysis) were used for further statistical analysis.
For TASC, the analysis included correction for four principal components due to the different ethnicities in that study.
Principal component analysis and cluster analysis produced identical results.
Principal components analysis isolated the EMR hydrodynamics due to the retentate temperature, Sapparent, Aleakage and Javerage as factors providing prominent influence in the EMR (principal components 1 and 3 which caused ca. 60% of the EMR variance) while principal component 2 ('measure' of Protease N enzyme property within the reactor) contributed 27.78%.
These are principal component analysis (PCA) and cluster analysis (CA).
Principal component analysis to monitor data bias due to technical variables in the Bergen (A ) and TCGA (B ) cohorts, respectively.
We illustrate the imputation approaches and test their performance using principal components analysis (PCA) to check for stratification due to genotyping platform.
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