flash_get_ldf

flash_get_ldf(f, k = NULL, drop_zero_factors = TRUE)

Arguments

f

A flash fit object.

k

Indices of loadings/factors to be returned.

drop_zero_factors

Flag whether to remove any factor/loadings that are zero.

Value

A list with the following elements:

  • l A matrix whose columns contain the standardized loadings (ie norm 1).

  • d A vector of weights (analogous to the singular values in an svd).

  • f A matrix whose columns contain the standardized factors (ie norm 1).

These are analogous to the u, d and v returned by svd, but columns of l and f are not orthogonal.

Details

Returns standardized loadings, factors, and weights from a flash object.