make_block

a data.frame or matrix where each column is a time series

block

the total number of lags to include for each variable

max_lag

a 2-column matrix (or 2-element vector) where each row specifes the 
first and last *rows* of the time series to use for attractor reconstruction

the lag to use for time delay embedding

<code>make_block</code> generates a lagged block with the appropriate max_lag and 
tau, while respecting lib (by inserting NANs, when trying to lag past lib 
regions)

A new implementation of EDM algorithms based on research software previously developed for internal use in the Sugihara Lab (UCSD/SIO). Contains C++ compiled objects that use time delay embedding to perform state-space reconstruction and nonlinear forecasting and an R interface to those objects using 'Rcpp'. It supports both the simplex projection method from Sugihara & May (1990) <DOI:10.1038/344734a0> and the S-map algorithm in Sugihara (1994) <DOI:10.1098/rsta.1994.0106>. In addition, this package implements convergent cross mapping as described in Sugihara et al. (2012) <DOI:10.1126/science.1227079> and multiview embedding as described in Ye & Sugihara (2016) <DOI:10.1126/science.aag0863>.

make_block: Make a lagged block for multiview

Description

Usage

Arguments

Value