Bayesian Methods for Change Points Analysis


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Documentation for package ‘BayesChange’ version 2.0.0

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ClustCpObj ClustCpObj class constructor
clust_cp Clustering time dependent obsevations with common change points.
clust_cp_epi Clustering Epidemiological survival functions with common changes in time
clust_cp_multi Clustering multivariate times series with common changes in time
clust_cp_uni Clustering univariate times series with common changes in time
DetectCpObj DetectCpObj class constructor
detect_cp Detect change points on time series.
detect_cp_multi Detect Change Points on multivariate time series
detect_cp_uni Detect Change Points on an univariate time series.
plot.ClustCpObj Plot estimated partition
plot.DetectCpObj Plot estimated change points
posterior_estimate.ClustCpObj Estimate the change points of the data
posterior_estimate.DetectCpObj Estimate the change points of the data
print.ClustCpObj ClustCpObj print method
print.DetectCpObj DetectCpObj print method
sim_epi_data Simulate epidemiological data
summary.ClustCpObj ClustCpObj summary method
summary.DetectCpObj DetectCpObj summary method