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We conducted one multivariate analysis on the full sample of patients, and a second using only those patients in full- or part-time employment.
It is not good practice to routinely discard such outliers from analysis; however, having performed the primary analysis on the full dataset, one can perform sensitivity analyses that exclude outliers, to show how they might be influencing the conclusions.
For this study, we obtained a random sample of one million CPRD patients, because carrying out the analysis on the full CPRD database would be computationally difficult and the reduction in precision of our estimates that would arise by restricting our analysis to a one million random sample is extremely small.
The analysis on the full X-ray band spectrum of IC 443, which is newly presented in this paper, provides a consistent picture with this scenario.
We performed this part of the analysis on the full dataset – the set of sequences with a reported CD4+ T-cell count.
We next performed principal component (PC) analysis on the full dataset, and observed that the first five PC explain 50% of the total variance in gene expression.
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The proposed structural arrangement is based on analysis of the full map of inter-subunit ECs with EVcomplex score ≥0.8.
A finite element model (FEM) was developed to perform an analysis on the full-range load versus deformation curves of CCFST members under axial compression.
Absence of detection in MS does not necessarily indicate absence of phosphorylation, thus, we verified that HIPK2 autophosphorylates at Y residue by performing WB analysis on the full-length wild-type HIPK2 and its KD mutant, HIPK2K221R, with two specific anti-phospho-tyrosine (α-pTyr) Abs (Fig. 2A).
Numerical simulations and bifurcation analysis performed on the full non-linear equations further demonstrate the existence of parametric, quasi-periodic and chaotic motion.
This analysis draws on the full 10-year dataset to capture as much information as possible on individuals aged 90 or more and 100 years or more.
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