Description: Models for non-linear time series analysis and causality detection.  The main functionalities of this package consist of an implementation of the classical causality test (C.W.J.Granger 1980) <doi:10.1016/0165-1889(80)90069-X>,  and a non-linear version of it based on feed-forward neural networks. This package contains also an implementation of the Transfer Entropy <doi:10.1103/PhysRevLett.85.461>, and the continuous Transfer Entropy using an approximation based on the k-nearest neighbors <doi:10.1103/PhysRevE.69.066138>. There are also some other useful tools, like the VARNN (Vector Auto-Regressive Neural Network) prediction model, the Augmented test of stationarity, and the discrete and continuous entropy and mutual information.

Title: Models for Non Linear Causality Detection in Time Series
Description: Models for non-linear time series analysis and causality detection. The main functionalities of this package consist of an implementation of the classical causality test (C.W.J.Granger 1980) <doi:10.1016/0165-1889(80)90069-X>,  and a non-linear version of it based on feed-forward neural networks. This package contains also an implementation of the Transfer Entropy <doi:10.1103/PhysRevLett.85.461>, and the continuous Transfer Entropy using an approximation based on the k-nearest neighbors <doi:10.1103/PhysRevE.69.066138>. There are also some other useful tools, like the VARNN (Vector Auto-Regressive Neural Network) prediction model, the Augmented test of stationarity, and the discrete and continuous entropy and mutual information.

Authors@R: c(person("Youssef", "Hmamouche", role = c("aut", "cre"), email = "hmamoucheyussef@gmail.com"))

Title: Utilities and kinship information for Behavioral Genetics
Author: Will Beasley, Joe Rodgers, Kelly Williams, and David Bard
Description: Utilities and kinship information for Behavioral Genetics
Packaged: 2012-01-16 19:15:31 UTC; wibeasley

Title: Utilities and kinship information for Behavior Genetics and
Author: Will Beasley, Joe Rodgers, Kelly Meredith, and David Bard
and Developmental research using the NLSY.
Packaged: 2012-03-09 17:23:39 UTC; wibeasley