bind_varimax_z: Add Z factor loadings to node table of tidygraph

In RoheLab/vsp: Vintage Sparse PCA for Semi-Parametric Factor Analysis

Add Z factor loadings to node table of tidygraph

Description

Add Z factor loadings to node table of tidygraph

Usage

bind_varimax_z(graph, fa, ...)

bind_varimax_y(graph, fa, ...)

bind_svd_u(graph, fa, ...)

bind_svd_v(graph, fa, ...)

Arguments

graph	A tidygraph::tbl_graph object.
fa	Optionally, a vsp object to extract varimax loadings from. If you do not passed a vsp object, one will be created.
...	Arguments passed on to vsp x Either a graph adjacency matrix, igraph::igraph or tidygraph::tbl_graph. If x is a matrix or Matrix::Matrix then x[i, j] should correspond to the edge going from node i to node j. rank The number of factors to calculate.

Value

The same graph object with columns factor1, ..., ⁠factor{rank}⁠ in the table of node information.

Functions

• bind_varimax_y(): Add Y factor loadings to node table of tidygraph

• bind_svd_u(): Add left singular vectors to node table of tidygraph

• bind_svd_v(): Add right singular vectors to node table of tidygraph

RoheLab/vsp documentation built on Nov. 6, 2024, 10:08 p.m.