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In the datasets, there are defects in the data, such as a postcode missing from the reviewed business, or some geolocation is inaccurate, or the name of a business may have different spelling (using "&" for "and" or "65" for "sixty-five", and so on).
3) At regular intervals the administrator of the EpiArk searches all database tables for obvious defects in the data, such as impossible date intervals, impossible birth dates or duplicates.
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Because of a defect in the data set of one patient, only 47 data sets were analyzed.
However, these modifications of the modeling strategy do not compensate for the defects in the modeling data used for training the prediction methods.
Our space deformation technique based on moving least squares approximation improves upon existing approaches in crucial aspects: It offers the same level of modeling flexibility as surface-based deformations, but it is independent of the underlying geometry representation and therefore highly robust against defects in the input data.
However, defects in the GRN data are very unlikely to undermine our conclusions, for various reasons.
We provide diagnostic plots and a simple logistic regression based test statistic to detect these intensity related defects in the processed data.
Furthermore, when constitutive active MEK1 (S218D/S222D) was introduced to the rescue, such mutant already led to global defects in the embryonic development (data not shown).
In our study, the independent contribution seen by hsCRP to variation in tibial cartilage volume was not seen between hsCRP and the presence of cartilage defects in the tibiofemoral compartment (data not shown).
Two of them, ets21C (ets21Cf03639) and pointed (pntΔ88), did not show mitochondrial defects in the larval fat body (data not shown).
Data were collected from L4 stage animals except where otherwise noted, and all experiments were performed at 25°C because this elevated temperature enhanced the neuronal defects in the ptrn-1 mutants (data not shown), except for those shown in Figure 7B F, which were performed at 20°C.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com