predict_individual_fj {SDModels} | R Documentation |
Predictions of individual component functions for SDAM
Description
Predicts the contribution of an individual component j using a fitted SDAM.
Usage
predict_individual_fj(object, j, x = NULL)
Arguments
object |
Fitted object of class |
j |
Which component to evaluate. |
x |
New numeric data to predict for. |
Value
A vector of predictions for fj evaluated at Xjnew.
Author(s)
Cyrill Scheidegger
See Also
Examples
set.seed(1)
X <- matrix(rnorm(10 * 5), ncol = 5)
Y <- sin(X[, 1]) - X[, 2] + rnorm(10)
model <- SDAM(x = X, y = Y, Q_type = "trim", trim_quantile = 0.5, nfold = 2, n_K = 1)
predict_individual_fj(model, j = 1, seq(-2, 2, length.out = 100))
[Package SDModels version 1.0.13 Index]