getGAMBoostSelected: Identify selected/significant covariates from a GAMBoost...
In GAMBoost: Generalized linear and additive models by likelihood based boosting
Description
Usage
Arguments
Value
Author(s)
See Also
Examples
Description
Extracts the information from a GAMBoost object which covariates have received any update up to a specific boosting step and for which smooth estimates the pointwise confidence bands do not contain the zero line.
Usage
1
getGAMBoostSelected(object,at.step=NULL)
Arguments
object
fitted GAMBoost object from a GAMBoost call.
at.step
boosting step for which the information should be extracted. If none is given, the final boosting step is examined.
Value
smooth
indices of smooth components which received any update up to the given step.
smoothbands
indices of smooth components for which the pointwise confidence bands at the given step do not contain the null line (only available when confidence bands have been fitted; see option se.fit of GAMBoost).
parametric
indices of parametric components which received any update up to the given step.
Author(s)
Harald Binder binderh@uni-mainz.de
See Also
Examples
1
## see examples for 'GAMBoost' and 'plot.GAMBoost'
GAMBoost documentation built on May 2, 2019, 12:40 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value Author(s) See Also Examples
Description
Extracts the information from a GAMBoost object which covariates have received any update up to a specific boosting step and for which smooth estimates the pointwise confidence bands do not contain the zero line.
Usage
1 | getGAMBoostSelected(object,at.step=NULL)
|
Arguments
object |
fitted GAMBoost object from a |
at.step |
boosting step for which the information should be extracted. If none is given, the final boosting step is examined. |
Value
smooth |
indices of smooth components which received any update up to the given step. |
smoothbands |
indices of smooth components for which the pointwise confidence bands at the given step do not contain the null line (only available when confidence bands have been fitted; see option |
parametric |
indices of parametric components which received any update up to the given step. |
Author(s)
Harald Binder binderh@uni-mainz.de
See Also
Examples
1 | ## see examples for 'GAMBoost' and 'plot.GAMBoost'
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.