plot.HDtweedie
(Package: HDtweedie) :
Plot solution paths from a "HDtweedie" object
Produces a coefficient profile plot of the coefficient paths for a fitted HDtweedie object.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: plot.HDtweedie
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2 images
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coef.cv.HDtweedie
(Package: HDtweedie) :
get coefficients or make coefficient predictions from a "cv.HDtweedie" object.
This function gets coefficients or makes coefficient predictions from a cross-validated HDtweedie model, using the "cv.HDtweedie" object, and the optimal value chosen for lambda.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: coef.cv.HDtweedie
●
0 images
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plot.cv.HDtweedie
(Package: HDtweedie) :
plot the cross-validation curve produced by cv.HDtweedie
Plots the cross-validation curve, and upper and lower standard deviation curves, as a function of the lambda values used. This function is modified based on the plot.cv function from the glmnet package.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: plot.cv.HDtweedie
●
2 images
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Print the nonzero group counts at each lambda along the HDtweedie path.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: print.HDtweedie
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0 images
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predict.HDtweedie
(Package: HDtweedie) :
make predictions from a "HDtweedie" object.
Similar to other predict methods, this functions predicts fitted values from a HDtweedie object.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: predict.HDtweedie
●
0 images
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cv.HDtweedie
(Package: HDtweedie) :
Cross-validation for HDtweedie
Does k-fold cross-validation for HDtweedie, produces a plot, and returns a value for lambda. This function is modified based on the cv function from the glmnet package.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: cv.HDtweedie
●
0 images
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HDtweedie
(Package: HDtweedie) :
Fits the regularization paths for lasso-type methods of the Tweedie model
Fits regularization paths for lasso-type methods of the Tweedie model at a sequence of regularization parameters lambda.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: HDtweedie
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0 images
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coef.HDtweedie
(Package: HDtweedie) :
get coefficients or make coefficient predictions from an "HDtweedie" object.
Computes the coefficients at the requested values for lambda from a fitted HDtweedie object.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: coef.HDtweedie
●
0 images
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predict.cv.HDtweedie
(Package: HDtweedie) :
make predictions from a "cv.HDtweedie" object.
This function makes predictions from a cross-validated HDtweedie model, using the stored "cv.HDtweedie" object, and the optimal value chosen for lambda.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: predict.cv.HDtweedie
●
0 images
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