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It predicts missing values as close as possible to the true ones by replacing missing data with probable values based on other available information (26).
Such events, they say, may not be predicted from history alone, but are somewhat foreseeable based on other available data, particularly storm physics and the geophysical setting.
An improvement over the non-parametric approach of deleting vector values of C i is to assign the value from the vector that has the highest conditional probability of being true based on other available data.
Missing data are then replaced with a probable value based on other available variables in the data.
Since there are no published genome sequences for any radiolarians or related organisms, the results obtained here must be critically evaluated based on other available information.
For example, although we did not have information on NYHA class for heart failure, we can adjust for this based on other available proxies for severity of heart failure in the dataset, including numbers of previous hospital admissions for heart failure, ejection fraction, blood pressure, B type natriuretic peptide, or co-morbidities.
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Those input parameters, however, that could not directly be assessed in the interviews were estimated based on other publicly available data and the aforementioned scientific sustainability frameworks.
That Jerome calls Philip primus in the Chronicon thus admits of two interpretations: either he found it in Eusebius, or he added it independently, based on other sources available to him.
In the particular case of a flat plate or a complete shell, excellent agreement is achieved between results based on the present approach and corresponding results based on other exact analyses available in the literature.
In this context, we design and implement a data-driven soft sensor to estimate online the downhole pressure based on other (seabed and platform) available measurements.
This is because data on the number of migrants according to their country of birth – which would be necessary to estimate the share of immigrants that migrated due to war or discrimination in their sending state based on other sources – are not available for the whole period under analysis.
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based on other clinical
based on other simultaneously-obtained
based on other evidence-based
based on other European
based on other validated
based on other qualitative
based on other prognostic
based on other previous
based on other current
based on other mathematical
based on other credible
based on other epidemiological
based on other molecular
based on other theoretical
based on other published
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com