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For analysis of response to future conditions, the SWAT model with integrated plant growth response to increased CO2 predicts an increase in streamflows relative to models without the CO2 response, consistent with previous research.
The model incorporating light intensity data consistently achieved a lower root mean square error (median RMSE = 0.20 mg L−1) relative to models assuming sinusoidal light intensity functions (median RMSE = 0.28 mg L−1) and constant diel temperature (median RMSE = 0.53 mg L−1).
Over the three data sets evaluated, wavelet analysis is observed to produce better-performing calibration models, with improvements in concentration predictions on the order of 30% being realized relative to models based on either second-derivative spectra or spectra preprocessed with simple additive and multiplicative scaling correction.
Evidence ratios can also be calculated relative to models other than the 'best' model, providing more evidence for the relative strength of all candidate models (Anderson 2008).
They show examples in which this effect increases the resulting tsunami height by a factor of two or more relative to models in which initial velocity is zero.
Our work addresses statistical questions of how to integrate such data with dynamic stochastic models in order to properly quantify the information-or lack of information-it carries relative to models assumed.
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Estimating risks of groundwater contamination often require schemes for representing and propagating uncertainties relative to model input parameters.
57 young adults and 29 young children were randomly assigned to observe a model open a puzzle box from one of three perspectives (0º, 90º, or 180º relative to model).
When we included the benefit from reduced HIV transmission, Model C cost $10,660/QALY relative to Model A. The cost-effectiveness of Model C was robust in sensitivity analyses.
The variance ratio of field-based estimates relative to model-assisted variance ranged from 1.7 to 7.7.
Evidence for positive selection was overwhelming (e.g. an 85.2 difference in log-likelihood for model 8 with unconstrained omega relative to model 8 with omega constrained to 1.0).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com