stheoreme: Klimontovich's S-Theorem Algorithm Implementation and Data Preparation Tools

Functions implementing the procedure of entropy comparison between two data samples after the renormalization of respective probability distributions with the algorithm designed by Klimontovich (Zeitschrift fur Physik B Condensed Matter. 1987, Volume 66, Issue 1, pp 125-127) and extended by Anishchenko (Proc. SPIE 2098, Computer Simulation in Nonlinear Optics. 1994, pp.130-136). The package also includes data preparation tools which can also be used separately for various applications.

Author
Vitaly Efremov
Date of publication
2015-03-03 20:38:58
Maintainer
Vitaly Efremov <vitaly.efremov@dcu.ie>
License
GPL-2
Version
1.2

View on CRAN

Man pages

crit.stheorem
Klimontovich's S-Theorem Convergence Criterion
cxds.stheorem
Renormalized Entropy Shift Estimation
d1char.d1nat
Probability Mass Function Calculator for Array of Characters
d1nat
Probability Mass Function Calculator
d1spec
Power Spectrum Probability Vector Calculator
d2nat.d1nat
Probability Mass Function Calculator for Matrices
d2spec
Power Spectrum Probability Vector Calculator for Matrices
pvalign
Probability Vector Formatting Tool
stheoreme-internal
Internal Functions
stheoreme-package
Klimontovich's S-Theorem Algorithm Implementation and Data...
utild1bin
Vector Binarizer
utild1clean
Vector Cleaner
utild1filt
Gaussian Filter for Vectors
utild1group
Vector Framer
utild2bin
Matrix Binarizer
utild2clean
Matrix Cleaner
utild2filt
Gaussian Filter for Matrices
utild2group
Matrix Framer

Files in this package

stheoreme
stheoreme/NAMESPACE
stheoreme/R
stheoreme/R/stheoreme.R
stheoreme/MD5
stheoreme/DESCRIPTION
stheoreme/man
stheoreme/man/stheoreme-internal.Rd
stheoreme/man/d1spec.Rd
stheoreme/man/crit.stheorem.Rd
stheoreme/man/d2spec.Rd
stheoreme/man/stheoreme-package.Rd
stheoreme/man/d2nat.d1nat.Rd
stheoreme/man/utild2bin.Rd
stheoreme/man/d1char.d1nat.Rd
stheoreme/man/utild1clean.Rd
stheoreme/man/utild1group.Rd
stheoreme/man/utild2clean.Rd
stheoreme/man/utild1filt.Rd
stheoreme/man/utild2group.Rd
stheoreme/man/utild1bin.Rd
stheoreme/man/cxds.stheorem.Rd
stheoreme/man/utild2filt.Rd
stheoreme/man/d1nat.Rd
stheoreme/man/pvalign.Rd