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We made this choice because for the pollutant data used in this article, the first derived variable captured a significant proportion of the variability and using only a single derived variable provides a single linear combination of pollutants to be interpreted.
For a dummy independent variable, the derivative while treating it as a continuous variable provides an approximation.
Incorporation of a stochastic variable provides an illustration of uncertainty that is important when modelling and communicating assessments of an inherently complex process.
An ideal variable provides unambiguous information about the condition of the environment in relation to reference conditions and is relatively easy and inexpensive to measure.
A likelihood ratio test tells us that adding this variable provides a statistically significant improvement in model fit (p-value of 0.0052).
The first variable provides classification into rough vegetation types while the second variable yields a direct estimate of the intensity of change that is related to flood dynamics.
Similar(34)
One of these transmissions is infinitely variable, providing a nearly unlimited combination of gear ratios for low speeds and light loads, and one has four fixed gear ratios.
and eliminated covariates for r ≥ 0.5; the variable providing the simplest biological interpretation was retained.
The estimated beta distributions for each variable provide the marginal distributions for the copula.
For instance, changes in the amplitude of the variable provided by MSISεIRI(O) lead to much more uncertainty in the electric field components than changes in the amplitude of the variables provided by IRI O) alone.
Muukkonen (2007) found that allometric equations with only DBH as an independent variable provided lower overall estimations of tree biomass.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com