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SHIP-based example data quality report

Univariate outliers

Presence of outliers in the study data are checked using 4 approaches (Tukey, 3SD, Hubert, and SigmaGap). For each value it is indicated how many approaches identifies it as outlier (0 = not an outlier, 4 = an outlier based on 4 approaches).
The higher the number or percentage of identified outliers, the lower potentially the data quality.

Concept relations:

SBP_0.1
sbp1 Systolic blood pressure 1

SBP_0.2
sbp2 Systolic blood pressure 2

DBP_0.1
dbp1 Diastolic blood pressure 1

DBP_0.2
dbp2 Diastolic blood pressure 2

BODY_HEIGHT_0
height Body height

BODY_WEIGHT_0
weight Body weight

WAIST_CIRC_0
waist Waist circumference

DIAB_AGE_ONSET_0
diab_age Age of diabetes onset

CHOLES_HDL_0
hdl HDL-cholesterol

CHOLES_LDL_0
ldl LDL-cholesterol

CHOLES_ALL_0
cholesterol Total cholesterol

dataquieR 2.5.1.9009.1