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0.84.1
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Install
install.packages('PST')
Monthly Downloads
463
Version
0.84.1
License
GPL (>= 2)
Maintainer
Alexis Gabadinho
Last Published
December 20th, 2013
Functions in PST (0.84.1)
Search functions
summary-methods
Summary of variable length Markov chain model
tune
AIC, AICc or BIC based model selection
PSTf-class
Flat representation of a probabilistic suffix tree
cmine
Mining contexts
logLik
Log-Likelihood of a variable length Markov chain model
pdist
Compute probabilistic divergence between two PST
print
Print method for objects of class
PSTf
and
PSTr
subtree
Extract a subtree from a segmented PST
nobs
Extract the number of observations to which a VLMC model is fitted
pmine
PST based pattern mining
query
Retrieve counts or next symbol probability distribution
ppplot
Plotting a branch of a probabilistic suffix tree
nodenames
Retrieve the node labels of a PST
PSTr-class
Nested representation of a probabilistic suffix tree
pstree
Build a probabilistic suffix tree
impute
Impute missing values using a probabilistic suffix tree
generate
Generate sequences using a probabilistic suffix tree
predict
Compute the probability of categorical sequences using a probabilistic suffix tree
prune
Prune a probabilistic suffix tree
SRH
Longitudinal data on self rated health
cprob
Empirical conditional probability distributions of order
L
pqplot
Prediction quality plot
plot-PSTr
Plot a PST
s1
Example sequence data set
cplot
Plot single nodes of a probabilistic suffix tree