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If there is no a priori reason to choose a superior exposure metric, one should not select a model based solely on statistical performance because choosing the metric with the strongest association with outcome could lead to bias (Kriebel et al., 2007).
Proxy system modeling complements and sharpens signal interpretations based solely on statistical analyses and transformations; provides the basis for observing network optimization, hypothesis testing, and data-model comparisons for uncertainty estimation; and may be incorporated as weak but mechanistically-plausible constraints into paleoclimatic reconstruction algorithms.
But our colleges and universities cannot declare victory based solely on statistical representation when this devolves into on-campus segregation.
The adaptation rule we present here, normalizing by estimated presynaptic excitability, is based solely on statistical descriptions of how sensory drive and presynaptic excitability change over time.
The significant association of mortality with other covariates such as the employment rate or the geographical latitude was not consistently observed in all models applied and valid conclusions regarding their potential effects, based solely on statistical grounds, cannot be drawn.
Thus, three survey items were assigned to scales based solely on statistical relationships.
Similar(52)
Strategy cannot be based solely on statistics, in other words.
Based solely on statistics, this could be a mismatch.
In this program the statistical validity of regulation/expression status of the protein represented by its calculated protein ratio is based solely on the statistical analysis of the set of all MS/MS datasets from a given experiment, without assumptions on the character of the distribution of peptide ratios in a dataset (e.g. its normality).
Nonrecursive approaches maintain a buffer with a certain quantity of previous video frames and estimate a background model based solely on the statistical properties of these frames.
But the new analysis, which is based solely on genetics and statistical calculations, is more difficult to match with the archaeological record.
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