Description Usage Arguments Details Value References See Also Examples
Calcualte the quadratically regularized low rank matrix of the input data.
1 | qlr(X, thres)
|
X |
The input data matrix. Each row represents the observations from a single individual and each column represents a single variable. |
thres |
The cut off point for quadratically regularized low rank matrix. |
Compute the qudratically regularized low rank approximation of the input matrix.
The output of the function is a list.
lr |
The low rank approximation of the input data matrix. |
rank |
The rank of the output low rank matrix. |
Lin N, Zhu Y, Fan R, Xiong M. A quadratically regularized functional canonical correlation analysis for identifying the global structure of pleiotropy with NGS data. PLOS Computational Biology. 2017;13(10):e1005788. doi: 10.1371/journal.pcbi.1005788.
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