BNPTSclust: A Bayesian Nonparametric Algorithm for Time Series Clustering
Version 1.1

Performs the algorithm for time series clustering described in Nieto-Barajas and Contreras-Cristan (2014).

AuthorMartell-Juarez, D.A. & Nieto-Barajas, L.E.
Date of publication2015-04-19 22:19:50
MaintainerDavid Alejandro Martell Juarez <alex91599@gmail.com>
LicenseGPL (>= 2)
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BNPTSclust")

Getting started

Package overview

Popular man pages

BNPTSclust-package: A Bayesian Nonparametric Algorithm for Time Series Clustering
clusterplots: Cluster groups plotting function.
scaleandperiods: Scaling data function.
stocks: Mexican stock exchange market prices
tseriesca.out: Output of tseriesca function for the GDP per person employed...
tseriescm.out: Output of tseriescm function for the Mexican stock exchange...
tseriescq.out: Output of tseriescq function for the House price statistics...
See all...

All man pages Function index File listing

Man pages

BNPTSclust-package: A Bayesian Nonparametric Algorithm for Time Series Clustering
clusterplots: Cluster groups plotting function.
comp11: Univariate ties function
designmatrices: Function that creates the design matrices necessary for the...
diagplots: Diagnostic plots function.
gdp: GDP per person employed from 1990 to 2012
houses: House price statistics in Scotland from 2004 to 2014.
scaleandperiods: Scaling data function.
stocks: Mexican stock exchange market prices
tseriesca: Function for annual time series clustering.
tseriesca.out: Output of tseriesca function for the GDP per person employed...
tseriescm: Function for monthly time series clustering.
tseriescm.out: Output of tseriescm function for the Mexican stock exchange...
tseriescq: Function for quarterly time series clustering.
tseriescq.out: Output of tseriescq function for the House price statistics...

Functions

BNPTSclust Man page
BNPTSclust-package Man page
clusterplots Man page Source code
comp11 Man page Source code
designmatrices Man page Source code
diagplots Man page Source code
gdp Man page
houses Man page
scaleandperiods Man page Source code
stocks Man page
tseriesca Man page Source code
tseriesca.out Man page
tseriescm Man page Source code
tseriescm.out Man page
tseriescq Man page Source code
tseriescq.out Man page

Files

inst
inst/doc
inst/doc/BNPTSclust1.1.pdf
NAMESPACE
data
data/gdp.rda
data/houses.rda
data/stocks.rda
data/tseriesca.out.rda
data/datalist
data/tseriescq.out.rda
data/tseriescm.out.rda
R
R/clusterplots.R
R/comp11.R
R/tseriesca.R
R/scaleandperiods.R
R/designmatrices.R
R/diagplots.R
R/tseriescm.R
R/tseriescq.R
vignettes
vignettes/BNPTSclust1.1.pdf
MD5
DESCRIPTION
man
man/diagplots.Rd
man/tseriescm.Rd
man/tseriescq.out.Rd
man/stocks.Rd
man/BNPTSclust-package.Rd
man/designmatrices.Rd
man/scaleandperiods.Rd
man/tseriescq.Rd
man/gdp.Rd
man/comp11.Rd
man/tseriesca.out.Rd
man/tseriesca.Rd
man/tseriescm.out.Rd
man/houses.Rd
man/clusterplots.Rd
BNPTSclust documentation built on May 20, 2017, 3:53 a.m.

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