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It arises from recognized sources such as inadequacy of toxicological data, lack of exposure information, and imprecise identification of sensitive populations.
Quantifying the pools and fluxes constituting the terrestrial African carbon cycle is a challenge, because of uncertainties in meteorological driver data, lack of validation data, and potentially uncertain representation of important processes in major ecosystems.
This difference highlights the lack of large-landslide data, lack of chronology, problems associated with single catchment/large landslide-based calculations, and the need for regional landscape-lowering determinations over a standardized time period.
Current limitations impeding on data reproducibility are often poor statistical design, underpowered studies, lack of robust data, lack of methodological detail, biased reporting and lack of open data sharing, coupled with wrong research incentives.
Source: Bughin [7], sample Constraints Dimensions Percent encountered Data Lack of quality 60 Lack of permission to use data 37 Lack of sufficient data 23 Talent Limited pool to recruit 29 Limited intelligence as to where and how to apply big data 15 Organization Big data org too low in organization 57 Big data IT not synchronized with function 47.
Finally, our study suffers from the limitations of retrospective studies such as missing data, lack of a gold standard against which our measurements were made, reliance on qualitative rather than quantitative agreements between hTEE-trained individuals, and the absence of concomitant conventional transthoracic echocardiography to rule out cardiac abnormalities undetected by hTEE.
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Our data lack standardization of insulin delivery, but we mitigated by the use of compartment modeling.
Additionally, inner problems of imbalanced data, namely lack of data and small disjuncts, are accentuated during the data partitioning to fit the MapReduce programming style.
No technical feats could ever make up for compromised primary data or lack of such data altogether.
Non-parametric tests could not be applied to the U.S. data for lack of detailed data.
Furthermore, the D.O.T. data's lack of credibility is reinforced by our own videotapes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com