my_ridge: Fitting a linear model using ridge regression
In siqiangsu/bis557: BIS557 Homework Package
Description
Usage
Arguments
Value
Examples
Description
Fitting a linear model using ridge regression
Usage
1
my_ridge(form, d, lambda, tol = 1e-08)
Arguments
form
A formula specifying the model.
d
A dataframe.
lambda
The tuning parameter for the ridge penalty term
tol
Tolerance for the condition number to truncate colinear variables
Value
A list with fitted coefficients, regression data X,Y and tolerance
Examples
1
my_ridge(Sepal.Length~.,iris,lambda=0.01,tol=1e-8)
siqiangsu/bis557 documentation built on Dec. 21, 2020, 2:15 a.m.
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Description Usage Arguments Value Examples
Description
Fitting a linear model using ridge regression
Usage
1 | my_ridge(form, d, lambda, tol = 1e-08)
|
Arguments
form |
A formula specifying the model. |
d |
A dataframe. |
lambda |
The tuning parameter for the ridge penalty term |
tol |
Tolerance for the condition number to truncate colinear variables |
Value
A list with fitted coefficients, regression data X,Y and tolerance
Examples
1 | my_ridge(Sepal.Length~.,iris,lambda=0.01,tol=1e-8)
|
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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