R: Estimate local statistical complexity (LSC) from states
states2LSC
R Documentation
Estimate local statistical complexity (LSC) from states
Description
Converts states (either as a size N array of labels
or an N \times K weight matrix) into N local
statistical complexities (LSC) per state.
If states is a matrix - representing the state
space in the dimensions of the original data - then the
LSC output will be formatted automatically to an array of
the same shape and dimension.
Usage
states2LSC(weight.matrix = NULL, states = NULL, base = 2, type = c("MLE"))
Arguments
weight.matrix
N \times K weight matrix
states
array of size N with entry i
being the label k = 1, …, K of PLC i.
base
logarithm base for complexity (entropy).
Default: base = 2 (thus 'bits').