LICORS: Light Cone Reconstruction of States - Predictive State Estimation From Spatio-Temporal Data
Version 0.2.0

Estimates predictive states from spatio-temporal data and consequently can provide provably optimal forecasts. Currently this implementation supports an N-dimensional spatial grid observed over equally spaced time intervals. E.g. a video is a 2D spatial systems observed over time. This package implements mixed LICORS, has plotting tools (for (1+1)D and (2+1)D systems), and methods for optimal forecasting. Due to memory limitations it is recommend to only analyze (1+1)D systems.

Package details

AuthorGeorg M. Goerg <[email protected]>
Date of publication2013-11-26 07:39:36
MaintainerGeorg M. Goerg <[email protected]>
LicenseGPL-2
Version0.2.0
URL http://www.stat.cmu.edu/~gmg
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("LICORS")

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LICORS documentation built on May 29, 2017, 1:02 p.m.