redundancy_analysis: Redundancy analysis
In BlanketStatsments: Build and Compare Statistical Models
Description
Usage
Arguments
Value
Author(s)
Examples
View source: R/Blanket_statsments.R
Description
Perform a redundancy analysis on an existing model
Usage
1
redundancy_analysis(model, data, r2_threshold = 0.9, nk = 0)
Arguments
model
a statistical regression model of class linear, logistic or coxph
data
data.frame used to create the model
r2_threshold
float threshold value to consider a parameter redundant
nk
number of knots in splicing
Value
an object of class "redun"
Author(s)
J. Peter Marquardt
Examples
1
2
3
data <- survival::lung
mod <- build_reg_model(data, 'age', c('sex'))
redundancy_analysis(mod, data)
BlanketStatsments documentation built on Aug. 2, 2021, 9:06 a.m.
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Description Usage Arguments Value Author(s) Examples
View source: R/Blanket_statsments.R
Description
Perform a redundancy analysis on an existing model
Usage
1 | redundancy_analysis(model, data, r2_threshold = 0.9, nk = 0)
|
Arguments
model |
a statistical regression model of class linear, logistic or coxph |
data |
data.frame used to create the model |
r2_threshold |
float threshold value to consider a parameter redundant |
nk |
number of knots in splicing |
Value
an object of class "redun"
Author(s)
J. Peter Marquardt
Examples
1 2 3 | data <- survival::lung
mod <- build_reg_model(data, 'age', c('sex'))
redundancy_analysis(mod, data)
|
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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