LICORS (0.2.0)

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Light Cone Reconstruction of States - Predictive State Estimation From Spatio-Temporal Data.

http://www.stat.cmu.edu/~gmg
http://cran.r-project.org/web/packages/LICORS

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.

Maintainer: Georg M. Goerg
Author(s): Georg M. Goerg <gmg@stat.cmu.edu>

License: GPL-2

Uses: fields, FNN, locfit, Matrix, mvtnorm, RColorBrewer, zoo, yaImpute, RANN, itertools, huge
Reverse depends: LSC

Released almost 6 years ago.


3 previous versions

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