pdc: Permutation Distribution Clustering

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Permutation Distribution Clustering is a clustering method for time series. Dissimilarity of time series is formalized as the divergence between their permutation distributions. The permutation distribution was proposed as measure of the complexity of a time series.

Author
Andreas M. Brandmaier
Date of publication
2015-09-28 17:02:34
Maintainer
Andreas M. Brandmaier <brandmaier@mpib-berlin.mpg.de>
License
GPL (>= 3)
Version
1.0.3

View on CRAN

Man pages

codebook
Codebook
complex.shapes
Shape Signatures of Fish, Glasses, and Bottles
distance
Codebook Dissimliarities
entropy.heuristic
Minimum Entropy Heuristic (MinE)
loo1nn
Leave-one-out One-nearest-neighbor Evaluation
mds.plot
Multidimensional Scaling Plot
pdc.dist
Permutation Distribution Clustering Distance Matrix
pdclust
Permutation Distribution Clustering
pdc-package
Permutation Distribution Clustering
rasterPlot
Dendrogram Plot with Images
star.shapes
Shape Signatures of Stars
trace.image
Shape Tracing of an Image

Files in this package

pdc
pdc/inst
pdc/inst/CITATION
pdc/tests
pdc/tests/pdclust.R
pdc/tests/pdcdist.R
pdc/tests/codebook.R
pdc/tests/mine.R
pdc/src
pdc/src/fast_codebook6.c
pdc/src/fast_codebook4.c
pdc/src/fast_codebook3.c
pdc/src/fast_codebook2.c
pdc/src/fast_codebook5.c
pdc/src/fast_codebook7.c
pdc/src/fast_codebook0.c
pdc/NAMESPACE
pdc/NEWS
pdc/data
pdc/data/complex.shapes.rda
pdc/data/star.shapes.raw.rda
pdc/data/complex.shapes.raw.rda
pdc/data/star.shapes.rda
pdc/R
pdc/R/entropy.R
pdc/R/plot.mine.R
pdc/R/plot.pdclust.R
pdc/R/pdclust.R
pdc/R/convertImage.R
pdc/R/codeword.R
pdc/R/codebook.entropy.R
pdc/R/squaredHellingerDistance.R
pdc/R/divergencematrix.R
pdc/R/llr.R
pdc/R/convertMatrix.R
pdc/R/divergencematrixMultichannel.R
pdc/R/hypothesis.test.R
pdc/R/print.pdclust.R
pdc/R/loo1nn.R
pdc/R/codebook.R
pdc/R/rasterPlot.R
pdc/R/pdcDist.R
pdc/R/hellingerDistance.R
pdc/R/mdsPlot.R
pdc/R/print.mine.R
pdc/R/traceImage.R
pdc/R/str.pdclust.R
pdc/R/alphaDivergence.R
pdc/R/entropyHeuristic.R
pdc/R/convertMatrixMultichannel.R
pdc/R/symmetricAlphaDivergence.R
pdc/MD5
pdc/DESCRIPTION
pdc/man
pdc/man/mds.plot.Rd
pdc/man/loo1nn.Rd
pdc/man/pdc.dist.Rd
pdc/man/trace.image.Rd
pdc/man/codebook.Rd
pdc/man/distance.Rd
pdc/man/pdclust.Rd
pdc/man/pdc-package.Rd
pdc/man/entropy.heuristic.Rd
pdc/man/rasterPlot.Rd
pdc/man/complex.shapes.Rd
pdc/man/star.shapes.Rd