Exact Bayesian Segmentation


[Up] [Top]

Documentation for package ‘EBS’ version 3.0

Help Pages

C D E G H K L M N O P S T V

EBS-package Contains funcions that run exact bayesian changepoint methods and return changepoint probabilities and ICL criteria for model selection

-- C --

CardE0 Prior probability of E0
CardMK Number of segmentations in K segments
Col Generic function
Col-method ~~ Methods for Function 'Col' ~~
Col-methods ~~ Methods for Function 'Col' ~~
CompCredibility Comparison of two profiles with credibility intervals
CompCredibility.default Comparison of two profiles with credibility intervals

-- D --

Data Generic function
Data-method ~~ Methods for Function 'Data' ~~
Data-methods ~~ Methods for Function 'Data' ~~

-- E --

EBS Contains funcions that run exact bayesian changepoint methods and return changepoint probabilities and ICL criteria for model selection
EBS-class Class "EBS"
EBS-method, show Class "EBS"
EBS-method,getCol Class "EBS"
EBS-method,getData Class "EBS"
EBS-method,getHyperParameters Class "EBS"
EBS-method,getKmax Class "EBS"
EBS-method,getLength Class "EBS"
EBS-method,getLi Class "EBS"
EBS-method,getModel Class "EBS"
EBS-method,getOverdispersion Class "EBS"
EBS-method,getP Class "EBS"
EBS-method,getPriorm Class "EBS"
EBS-method,getVariance Class "EBS"
EBSBIC Model Selection by BIC Criterion
EBSBIC.default Model Selection by BIC Criterion
EBSDistrib Probability of kth changepoint in a segmentation in K segments
EBSDistrib.default Probability of kth changepoint in a segmentation in K segments
EBSegmentation Exact Bayesian Segmentation for Poisson, Negative Binomial and Normal models
EBSegmentation.default Exact Bayesian Segmentation for Poisson, Negative Binomial and Normal models
EBSICL Model Selection by Integrated Completed Likelihood criterion
EBSICL.default Model Selection by Integrated Completed Likelihood criterion
EBSICLProfiles Model Selection by Integrated Completed Likelihood criterion
EBSICLProfiles.default Model Selection by Integrated Completed Likelihood criterion
EBSPlotProba Plot distribution of changepoints of one profile
EBSPlotProba.default Plot distribution of changepoints of one profile
EBSPlotProbaProfiles Plot distribution of changepoints of each profile
EBSPlotProbaProfiles.default Plot distribution of changepoints of each profile
EBSPostK Posterior probabilities of the number of segments
EBSPostK.default Posterior probabilities of the number of segments
EBSPrior Matrix of prior values for each interval
EBSPrior.default Matrix of prior values for each interval
EBSPriorProfiles Matrix of prior values for each interval
EBSPriorProfiles.default Matrix of prior values for each interval
EBSProfiles Exact Bayesian Segmentation for multiple profiles
EBSProfiles-class Class "EBSProfiles"
EBSProfiles-method, show Class "EBSProfiles"
EBSProfiles-method,Col Class "EBSProfiles"
EBSProfiles-method,Data Class "EBSProfiles"
EBSProfiles-method,HyperParameters Class "EBSProfiles"
EBSProfiles-method,Kmax Class "EBSProfiles"
EBSProfiles-method,Length Class "EBSProfiles"
EBSProfiles-method,Li Class "EBSProfiles"
EBSProfiles-method,matProba Class "EBSProfiles"
EBSProfiles-method,Model Class "EBSProfiles"
EBSProfiles-method,Overdispersion Class "EBSProfiles"
EBSProfiles-method,Priorm Class "EBSProfiles"
EBSProfiles-method,Variance Class "EBSProfiles"
EBSProfiles.default Exact Bayesian Segmentation for multiple profiles
EBSStatistic Statistic for Profile Comparison
EBSStatistic.default Statistic for Profile Comparison

-- G --

getCol Generic function
getCol-method ~~ Methods for Function 'getCol' ~~
getCol-methods ~~ Methods for Function 'getCol' ~~
GetCondition Segmentation information for one profile out of the set
GetCondition.default Segmentation information for one profile out of the set
getData Generic function
getData-method ~~ Methods for Function 'getData' ~~
getData-methods ~~ Methods for Function 'getData' ~~
getHyperParameters Generic function
getHyperParameters-method ~~ Methods for Function 'getHyperParameters' ~~
getHyperParameters-methods ~~ Methods for Function 'getHyperParameters' ~~
getKmax Generic function
getKmax-method ~~ Methods for Function 'getKmax' ~~
getKmax-methods ~~ Methods for Function 'getKmax' ~~
getLength Generic function
getLength-method ~~ Methods for Function 'getLength' ~~
getLength-methods ~~ Methods for Function 'getLength' ~~
getLi Generic function
getLi-method ~~ Methods for Function 'getLi' ~~
getLi-methods ~~ Methods for Function 'getLi' ~~
getModel Generic function
getModel-method ~~ Methods for Function 'getModel' ~~
getModel-methods ~~ Methods for Function 'getModel' ~~
getOverdispersion Generic function
getOverdispersion-method ~~ Methods for Function 'getOverdispersion' ~~
getOverdispersion-methods ~~ Methods for Function 'getOverdispersion' ~~
getP Generic function
getP-method ~~ Methods for Function 'getP' ~~
getP-methods ~~ Methods for Function 'getP' ~~
getPriorm Generic function
getPriorm-method ~~ Methods for Function 'getPriorm' ~~
getPriorm-methods ~~ Methods for Function 'getPriorm' ~~
getVariance Generic function
getVariance-method ~~ Methods for Function 'getVariance' ~~
getVariance-methods ~~ Methods for Function 'getVariance' ~~

-- H --

HyperParameters Generic function
HyperParameters-method ~~ Methods for Function 'HyperParameters' ~~
HyperParameters-methods ~~ Methods for Function 'HyperParameters' ~~

-- K --

Kmax Generic function
Kmax-method ~~ Methods for Function 'Kmax' ~~
Kmax-methods ~~ Methods for Function 'Kmax' ~~

-- L --

Length Generic function
Length-method ~~ Methods for Function 'Length' ~~
Length-methods ~~ Methods for Function 'Length' ~~
Li Generic function
Li-method ~~ Methods for Function 'Li' ~~
Li-methods ~~ Methods for Function 'Li' ~~

-- M --

matProba Generic function
matProba-method ~~ Methods for Function 'matProba' ~~
matProba-methods ~~ Methods for Function 'matProba' ~~
Model Generic function
Model-method ~~ Methods for Function 'Model' ~~
Model-methods ~~ Methods for Function 'Model' ~~

-- N --

NbConditions Generic function
NbConditions-method ~~ Methods for Function 'NbConditions' in Package 'EBS' ~~
NbConditions-methods ~~ Methods for Function 'NbConditions' in Package 'EBS' ~~

-- O --

Overdispersion Generic function
Overdispersion-method ~~ Methods for Function 'Overdispersion' ~~
Overdispersion-methods ~~ Methods for Function 'Overdispersion' ~~

-- P --

plot.Credibility Comparison of two profiles with credibility intervals
print.Credibility Comparison of two profiles with credibility intervals
PriorDistrib Prior distribution of change-point when uniform prior on segmentation
Priorm Generic function
Priorm-method ~~ Methods for Function 'Priorm' ~~
Priorm-methods ~~ Methods for Function 'Priorm' ~~

-- S --

show-method ~~ Methods for Function 'show' in Package 'methods' ~~
show-methods ~~ Methods for Function 'show' in Package 'methods' ~~

-- T --

TruncPois Truncated Poisson distribution

-- V --

Variance Generic function
Variance-method ~~ Methods for Function 'Variance' ~~
Variance-methods ~~ Methods for Function 'Variance' ~~