Bhat_mat_rlist: Generate a list of rank-specific Bhat matrices (the...
In rrda: Ridge Redundancy Analysis for High-Dimensional Omics Data
Bhat_mat_rlist R Documentation
Generate a list of rank-specific Bhat matrices (the coefficient of Ridge Redundancy Analysis for each parameter lambda and nrank).
Description
Generate a list of rank-specific Bhat matrices (the coefficient of Ridge Redundancy Analysis for each parameter lambda and nrank). In our formula, Bhat is stored as LeftBhatlambda_k (p times r matrix) and RightBhatlambda_k (q times r). Here, n is the number of samples, p is the number of variables of X, q is the number of variables of Y, and r is the specified rank in the Ridge Redundancy Analysis.
Usage
Bhat_mat_rlist(Bhat_comp_1L, nrank)
Arguments
Bhat_comp_1L
A list containing components of Bhat for each lambda value.
nrank
A numeric vector indicating the rank(s) of Bhat.
Value
A list of matrices, each representing a rank-specific Bhat matrix.
rrda documentation built on June 8, 2025, 12:09 p.m.
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| Bhat_mat_rlist | R Documentation |
Generate a list of rank-specific Bhat matrices (the coefficient of Ridge Redundancy Analysis for each parameter lambda and nrank).
Description
Generate a list of rank-specific Bhat matrices (the coefficient of Ridge Redundancy Analysis for each parameter lambda and nrank). In our formula, Bhat is stored as LeftBhatlambda_k (p times r matrix) and RightBhatlambda_k (q times r). Here, n is the number of samples, p is the number of variables of X, q is the number of variables of Y, and r is the specified rank in the Ridge Redundancy Analysis.
Usage
Bhat_mat_rlist(Bhat_comp_1L, nrank)
Arguments
Bhat_comp_1L |
A list containing components of Bhat for each lambda value. |
nrank |
A numeric vector indicating the rank(s) of Bhat. |
Value
A list of matrices, each representing a rank-specific Bhat matrix.
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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