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By inspecting the distribution of false negatives according to chemical mention types (provided in Table 14), we identified the most prevalent problematic cases which we addressed with two rule-based post-processing steps.
The aim is to classify thirteen classes of thalassaemia abnormality and one control class by inspecting the distribution of multiple types of haemoglobin in blood specimens, which are identified via high performance liquid chromatography (HPLC).
The fit of this model was checked by inspecting the distribution of residuals (Pearson's normality test P = 11.3663, p = 0.3297).
We independently validated the normalization in every dataset by inspecting the distribution of expression values.
The frequency of scores for the derived factors was examined by producing histograms and inspecting the distribution of scores.
We chose 75% as the cutoff after inspecting the distribution of this variable (Supplementary Figure A) but also performed sensitivity analyses using ⩾50% and ⩾90% as cutoffs.
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A posteriori, we checked for the systematic influence of any single sample on the results of PSEA by inspecting the distributions of Cook's distance [ 39] for all genes whose expression could be successfully deconvoluted (see below).
By visually inspecting the distributions of the logit of propensity scores, it can be seen that interval matching as well as caliper matching did better in balancing the distributions between the rural and urban nursing homes than did nearest neighbor matching, optimal matching, and Mahalanobis caliper matching.
For each cluster, the user is able to inspect the distribution of the cluster members in each dimension and can compare the distribution with the global distribution considering all data records.
We inspected the distribution of variant and invariant repeats along the chromosomes.
Descriptive statistics were used to inspect the distribution of scores on the grip strength (in kilograms) and persistence (in seconds).
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