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DESCRIPTION
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Package: postCP
Type: Package
Title: A package to estimate posterior probabilities and perform model
selection in change-point models using constrained HMM
Version: 1.8.0
Date: 2016-09-07
Authors@R: c(
person("Gregory", "Nuel", email = "nuel@math.cnrs.fr", role = "aut"),
person("The Minh", "Luong", email = "theminh.luong@clinepi.mcgill.ca", role = "aut"),
person("Malith", "Jayaweera", email = "malithgsoc2016@gmail.com", role = c("aut","cre")))
Description: The functions are used for change-point problems, after an initial set of change-points within the data has already been obtained. The function postCP obtains estimates of posterior probabilities of change-point and hidden states for each observation, and confidence intervals for the positions of the change-point. The function postCPsample obtains random samples of sets of change-points using the output of the postCP function. Model selection may be performed using function postCPmodelsel through criteria obtained from function postCPcrit.
License: GPL (>= 3)
LazyLoad: yes
Imports: Rcpp
LinkingTo: Rcpp
SystemRequirements: GNU make
NeedsCompilation: yes
Repository: CRAN
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
BugReports: https://github.com/malithj/postCP/issues