Description Usage Arguments Value
Produce a 1-row data.frame of model metrics. The relevant metrics for loadReg
models are largely the same as those reported by the rloadest
package,
though reported in this streamlined data.frame format for bulk reporting.
summarizeModel.loadReg
should rarely be accessed directly; instead, call
summarizeModel()
on a loadReg object.
1 2 3 | ## S3 method for class 'loadReg'
summarizeModel(load.model, flux.or.conc = c("flux", "conc"),
...)
|
load.model |
A load model object, typically inheriting from loadModel and always implementing the loadModelInterface. |
flux.or.conc |
character. Which internal model (the flux model or the concentration model) should be summarized? An rloadest::loadReg model is actually two different models for (1) flux and (2) concentration, each fitted to the same data and with the same model structure except for whether the left-hand side of the model formula is flux or concentration. Some of the model metrics differ between these two internal models. |
... |
Other arguments passed to model-specific methods |
Returns a 1-row data frame with the following columns:
eqn
- the regression equation, possibly in the form const ~ model(x)
where x
is the Number
of a pre-defined equation in rloadest::Models
RMSE
- the square root of the mean squared error. Errors will be
computed from either fluxes or concentrations, as determined by the value
of pred.format
that was passed to loadReg2()
when this model was
created
r.squared
- the r-squared value, generalized for censored data,
describing the amount of observed variation explained by the model
p.value
- the p-value for the overall model fit
cor.resid
- the serial correlation of the model residuals
PPCC
- the probability plot correlation coefficient measuring the
normality of the residuals
Intercept
, lnQ
, lnQ2
, DECTIME
, DECTIME2
, sin.DECTIME
,
cos.DECTIME
, etc. - the fitted value of the intercept and other terms
included in this model (list differs by model equation)
Intercept.SE
, lnQ.SE
, lnQ2.SE
, DECTIME.SE
, DECTIME2.SE
,
sin.DECTIME.SE
, cos.DECTIME.SE
, etc. - the standard error of the fitted
estimates of these terms
Intercept.p.value
, lnQ.p.value
, lnQ2.p.value
, DECTIME.p.value
,
DECTIME2.p.value
, sin.DECTIME.p.value
, cos.DECTIME.p.value
- the
p-values for each of these model terms
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.