tensor.prod.X {survPen} | R Documentation |
tensor model matrix
Description
Computes the model matrix of tensor product smooth from the marginal bases.
Usage
tensor.prod.X(X)
Arguments
X |
list of m design matrices with n rows and p1, p2, ... pm columns respectively |
Value
T |
Matrix of dimensions n*(p1*p2*...*pm) representing the row tensor product of the matrices in X |
Examples
library(survPen)
# row-wise tensor product between three design matrices
set.seed(15)
X1 <- matrix(rnorm(10*3),nrow=10,ncol=3)
X2 <- matrix(rnorm(10*2),nrow=10,ncol=2)
X3 <- matrix(rnorm(10*2),nrow=10,ncol=2)
tensor.prod.X(list(X1,X2,X3))
[Package survPen version 1.6.0 Index]