Package: BNPTSclust 2.0

David Alejandro Martell Juarez

BNPTSclust: A Bayesian Nonparametric Algorithm for Time Series Clustering

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

Authors:Martell-Juarez, D.A. & Nieto-Barajas, L.E.

BNPTSclust_2.0.tar.gz
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BNPTSclust.pdf |BNPTSclust.html
BNPTSclust/json (API)

# Install 'BNPTSclust' in R:
install.packages('BNPTSclust', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • gdp - GDP per person employed from 1990 to 2012
  • houses - House price statistics in Scotland from 2004 to 2014.
  • stocks - Mexican stock exchange market prices
  • tseriesca.out - Output of tseriesca function for the GDP per person employed dataset
  • tseriescm.out - Output of tseriescm function for the Mexican stock exchange market prices dataset
  • tseriescq.out - Output of tseriescq function for the House price statistics in Scotland dataset

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

8 exports 4 stars 0.36 score 2 dependencies 9 scripts 230 downloads

Last updated 5 years agofrom:0ce9be7dfc. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 01 2024
R-4.5-linuxOKSep 01 2024

Exports:clusterplotscomp11designmatricesdiagplotsscaleandperiodstseriescatseriescmtseriescq

Dependencies:MASSmvtnorm