tskrrImputeHeterogeneous-class {xnet}

Class tskrrImputeHeterogeneous

Description

The class tskrrImputeHeterogeneous is a subclass of the class tskrrHeterogeneous and tskrrImpute specifically for heterogeneous networks with imputed values. It is the result of the function impute_tskrr.

Slots

y

the matrix with responses

k

the eigen decomposition of the kernel matrix for the rows

lambda.k

the lambda value used for k

pred

the matrix with the predictions

g

the eigen decomposition of the kernel matrix for the columns

lambda.g

the lambda value used for g

has.hat

a logical value indicating whether the kernel hat matrices are stored in the object.

Hk

the kernel hat matrix for the rows.

Hg

the kernel hat matrix for the columns.

labels

a list with elements k and g (see tskrr-class). If any element is NA, the labels used are integers indicating the row resp column number.

imputeid

a vector with integer values indicating which of the values in y are imputed

niter

an integer value gving the number of iterations used

tol

a numeric value with the tolerance used