ilr_basis: Isometric/Orthonormal log-ratio basis for log-transformed compositions.
Description
By default the basis of the clr-given by Egozcue et al., 2013
Build an isometric log-ratio basis for a composition with k+1 parts
$$h_i = \sqrt{\frac{i}{i+1}} \log\frac{\sqrt[i]{\prod_{j=1}^i x_j}}{x_{i+1}}$$
for \(i \in 1\ldots k\).
Usage
ilr_basis(dim, type = "default")
olr_basis(dim, type = "default")
Value
matrix
Arguments
dim
number of components
type
if different than `pivot` (pivot balances) or `cdp` (codapack balances) default balances are returned, which computes a triangular Helmert matrix as defined by Egozcue et al., 2013.
Details
Modifying parameter type (pivot or cdp) other ilr/olr basis can be generated
References
Egozcue, J.J., Pawlowsky-Glahn, V., Mateu-Figueras, G. and Barceló-Vidal C. (2003).
Isometric logratio transformations for compositional data analysis.
Mathematical Geology, 35(3) 279-300