cooks_dist_gamm: Calculates the Cook's distance for Generalized Additive Mixed...
In saskiaotto/INDperform: Evaluation of Indicator Performances for Assessing Ecosystem States
View source: R/cooks_dist_gamm.R
cooks_dist_gamm R Documentation
Calculates the Cook's distance for Generalized Additive Mixed Models (GAMM)
Description
cooks_dist_gamm is a helper function for model_gamm and
plot_diagnostics and calculates the Cook's distance for objects
of class 'gamm'. The Cook's distance D is a leave-one-out deletion diagnostics
to measure the influence of each observation. The generic cooks.distance
function does not work on the class 'gamm'.
Usage
cooks_dist_gamm(gamm_model)
Arguments
gamm_model
The ‘gam‘ sublist from a model object of class gamm.
Value
The function returns a numerical vector of the same length then the
data used for the GAMM fitting, with one D value for each IND observation.
See Also
plot_diagnostics, model_gamm
Examples
# Using a model of the Baltic Sea demo data
cooks_dist_gamm(gamm_model = model_gamm_ex$model[[49]]$gam)
saskiaotto/INDperform documentation built on Feb. 22, 2025, 3:15 a.m.
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View source: R/cooks_dist_gamm.R
| cooks_dist_gamm | R Documentation |
Calculates the Cook's distance for Generalized Additive Mixed Models (GAMM)
Description
cooks_dist_gamm is a helper function for model_gamm and
plot_diagnostics and calculates the Cook's distance for objects
of class 'gamm'. The Cook's distance D is a leave-one-out deletion diagnostics
to measure the influence of each observation. The generic cooks.distance
function does not work on the class 'gamm'.
Usage
cooks_dist_gamm(gamm_model)
Arguments
gamm_model |
The ‘gam‘ sublist from a model object of class |
Value
The function returns a numerical vector of the same length then the data used for the GAMM fitting, with one D value for each IND observation.
See Also
plot_diagnostics, model_gamm
Examples
# Using a model of the Baltic Sea demo data
cooks_dist_gamm(gamm_model = model_gamm_ex$model[[49]]$gam)
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.
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