Description Usage Arguments Value See Also
Makes instantaneous predictions (at the temporal resolution of
newdata
) from a fitted loadModel
model. See
predictSolute
for details.
1 2 3 4 5 |
load.model |
A loadModel object. |
flux.or.conc |
character. Should the predictions be reported as flux rates or concentrations? |
newdata |
|
interval |
character. One of "none", "confidence" or "prediction". If "confidence" or "prediction", the interval bounds will be returned in columns named "lwr" and "upr". Confidence intervals describe confidence in the model prediction for the mean value given a set of predictors, whereas prediction bounds describe the expected distribution of observations at that prediction point. |
level |
numeric. Fraction of density distribution to include within confidence or prediction interval |
lin.or.log |
character. Either "linear" or "log" to say whether the
predictions should be converted to log space or not. If converted to log
space, a bias correction will be applied, see |
se.fit |
logical. If TRUE, the output data.frame will include a column named "se.fit" describing the standard error of the model fit for each row of predictors. |
se.pred |
logical. If TRUE, the output data.frame will include a column named "se.pred" describing the standard error of the prediction for each row of predictors. The values in the se.pred column will be larger than those in the se.fit column, because the se.pred values are standard errors of prediction (SEPs) and take into account not only the parameter uncertainty associated with the model coefficients (also covered by se.fit), but also the random error associated with any given observation (the epsilon term in a typical regression model). |
date |
logical. If TRUE, the output data.frame will include a column named "date" containing the dates of the predictions. |
attach.units |
logical. Should the units be attached to columns in the resulting data.frame? |
... |
Additional arguments passed to class-specific implementations of
the |
A vector of data.frame of predictions, as for the generic
predictSolute
.
Other predictSolute: predictSolute.loadComp
,
predictSolute.loadInterp
,
predictSolute.loadLm
,
predictSolute.loadReg2
,
predictSolute
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