Description Usage Arguments Value Author(s) References Examples
error_interval.default
creates an object of class
c("error_interval", "list")
.
1 2 3 | ## Default S3 method:
error_interval(phi, s = 0.05, dist = "n", tol = 10^-6,
...)
|
phi |
a vector with residual values used to compute the error interval. |
s |
confidence level, e,g. s=0.05 for the standard 95 percent confidence interval. |
dist |
assumed distribution for the noise in the data. |
tol |
used to normalize residual values to (0,1) when beta is the assumed distribution. The formula used is abs(phi)/(max(abs(phi))+tol). |
... |
additional arguments to be passed to the low level error_interval building functions (see below). |
Returns an object of class c("error_interval","list")
with information regarding the error intervals built.
Jesus Prada, jesus.prada@estudiante.uam.es
Link to the scientific paper
Prada, Jesus, and Jose Ramon Dorronsoro. "SVRs and Uncertainty Estimates in Wind Energy Prediction." Advances in Computational Intelligence. Springer International Publishing, 2015. 564-577,
with theoretical background for this package is provided below.
http://link.springer.com/chapter/10.1007/978-3-319-19222-2_47
1 2 3 | error_interval(rnorm(10))
error_interval(rnorm(10),s=0.1,dist="lm")
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.