# A Bayesian Nonparametric Algorithm for Time Series Clustering

## Documentation for package ‘BNPTSclust’ version 1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

BNPTSclust-package | A Bayesian Nonparametric Algorithm for Time Series Clustering
BNPTSclust | 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 clustering algorithm to work.
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 dataset
tseriescm | Function for monthly time series clustering.
tseriescm.out | Output of tseriescm function for the Mexican stock exchange market prices dataset
tseriescq | Function for quarterly time series clustering.
tseriescq.out | Output of tseriescq function for the House price statistics in Scotland dataset