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Senior Liberal MPs have stuck by their figures and explained that the discrepancies with official calculations by government ministries were "a difference of opinion" on methodology and underlying assumptions such as future interest rates.
Our estimates' validity depends on the underlying formulas used in Spectrum as well as on the validity of the input data and underlying assumptions, such as MTCT probabilities or ARV-PMTCT uptake.
Dynamic models have been used to predict the herd effects of the infant vaccination programme but their reliability critically depends on the structure and underlying assumptions, such as vaccination coverage, difference in case-carrier ratios between serotypes, and the level of competition between vaccine serotypes and non-vaccine serotypes in carriage.
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An important underlying assumption of methods such as PCA and MDS is that the conformational space is linear.
These great "mavericks" share the same basic underlying assumptions as much of the rest of the political and media elite.
Its assumptions such as Gaussian-distributed underlying's returns, no dividends, no transaction costs, complete and liquid markets, and a known and constant risk-free rate, to cite just a few oversimplified the reality of options markets and restricted the reliability and applicability of the model.
The problems with these complicated models are that few people can understand them, and that there are additional, important assumptions (such as calibrating to stage distributions and underlying incidence increases) that cannot be verified.
The very substance of BHR, after all, was to set aside earlier underlying assumptions about corporations and embrace them as partners.
We view subjective concepts as underlying assumptions, values and knowledge with regard to a specific object.
Model selection can be conducted based on statistical criteria, such as the goodness of fit and adherence to underlying assumptions, or based on theoretical considerations.
Assumptions (such as a stationarity assumption) are therefore required to reduce the number of model parameters.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com