multispatialCCM: Multispatial Convergent Cross Mapping
Version 1.0

The multispatial convergent cross mapping algorithm can be used as a test for causal associations between pairs of processes represented by time series. This is a combination of convergent cross mapping (CCM), described in Sugihara et al., 2012, Science, 338, 496-500, and dew-drop regression, described in Hsieh et al., 2008, American Naturalist, 171, 71–80. The algorithm allows CCM to be implemented on data that are not from a single long time series. Instead, data can come from many short time series, which are stitched together using bootstrapping.

AuthorAdam Clark
Date of publication2014-10-19 01:55:59
MaintainerAdam Clark <adam.tclark@gmail.com>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("multispatialCCM")

Getting started

Package overview

Popular man pages

CCM_boot: Run multispatial CCM algorithm on two time series
ccmtest: Test for significant causal signal
make_ccm_data: Makes fake data for other functions
multispatialCCM-package: multispatial convergent cross mapping analysis
SSR_check_signal: Test process for auto-predictability.
SSR_pred_boot: State space reconstruction function
See all...

All man pages Function index File listing

Man pages

CCM_boot: Run multispatial CCM algorithm on two time series
ccmtest: Test for significant causal signal
make_ccm_data: Makes fake data for other functions
multispatialCCM-package: multispatial convergent cross mapping analysis
SSR_check_signal: Test process for auto-predictability.
SSR_pred_boot: State space reconstruction function

Functions

Files

src
src/CCM_bootstrap.c
src/SSR_predict_boot.c
NAMESPACE
R
R/make_ccm_data.R
R/multispatialCCM-internal.R
R/SSR_check_signal.R
R/ccmtest.R
R/CCM_boot.R
R/SSR_pred_boot.R
MD5
DESCRIPTION
man
man/CCM_boot.Rd
man/SSR_pred_boot.Rd
man/SSR_check_signal.Rd
man/multispatialCCM-package.Rd
man/ccmtest.Rd
man/make_ccm_data.Rd
multispatialCCM documentation built on May 19, 2017, 5:09 p.m.

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