Bayesian Online Changepoint Detection

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Documentation for package ‘ocp’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.

Help Pages

ocp-package	Bayesian Online Changepoint Detection for Multivariate Data
const_hazard	Constant hazard function
findCPprobs	Find Set of Changepoints with Highest probability
gamesdata	This is data to be included in the package
gamesdatacounts	This is data to be included in the package
gaussianProb	Compute predictive probabilities based on Gaussian
gaussian_init	Initialize vectors for gaussian probability functions
gaussian_update	Update the gaussian parameters
initOCPD	Initialize ocpd object
negbinpdf	Calculate Negative-binomial on vector of parameters
onlineCPD	Bayesian Online Changepoint Detection
plot.ocp	Plot Object
poissonProb	Compute predictive probabilities based on Poisson
poisson_init	Initialize vectors for poisson probability functions
poisson_update	Update the poisson parameters
print.ocp	Print Object
str.ocp	Object Structure
studentpdf	Calculate Student PDF on vector of parameters
summary.ocp	Object Summary