Description Usage Arguments Value Author(s) References Examples

Get the graph based penalty transformation matrix, i.e. *D_p* in *p_{λ}(β) = λ\|D_pβ\|_1.*

1 | ```
fused.trans(A)
``` |

`A` |
input matrix – adjacency matrix of an observed graph based on the non-isolated nodes, of dimension |

the graph based penalty transformation matrix, of dimension *|E| \times n*, where *|E|* is the number of edges in the graph and *n* is the number of nodes.

Yang Feng, Richard J. Samworth and Yi Yu

Yang Feng, Richard J. Samworth and Yi Yu, Community Detection via Fused Principal Component Analysis, manuscript.

1 2 3 4 5 6 7 8 | ```
## to generate an adjacency matrix
A = matrix(c(0,1,1,1,0,0,1,0,0), byrow = TRUE, ncol = 3)
## have a look at A
A
## the graph based transformation matrix
fused.trans(A)
``` |

FusedPCA documentation built on May 29, 2017, 9:19 p.m.

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