NHPoisson: Modelling and Validation of Non Homogeneous Poisson Processes

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Tools for modelling, ML estimation, validation analysis and simulation of non homogeneous Poisson processes in time.

Author
Ana C. Cebrian <acebrian@unizar.es>
Date of publication
2015-03-15 10:10:47
Maintainer
Ana C. Cebrian <acebrian@unizar.es>
License
GPL (>= 2)
Version
3.1

View on CRAN

Man pages

addAIC.fun
Calculate the AIC for all one-covariate additions to the...
BarTxTn
Barcelona temperature data
CalcResD.fun
Calculate NHPP residuals on disjoint intervals
CalcRes.fun
Calculate NHPP residuals on overlapping intervals
CIdelta.fun
Confidence intervals for lambda(t) using delta method
CItran.fun
Confidence intervals for lambda(t) based on transformation
confintAsin.fun
Compute confidence intervals for the beta parameters
dropAIC.fun
Calculate the AIC for all one-covariate deletions from the...
emplambdaD.fun
Empirical occurrence rates of a NHPP on disjoint intervals
emplambda.fun
Empirical occurrence rates of a NHPP on overlapping intervals
extractAIC-methods
Method 'mle' for Function 'extractAIC'
fitPP.fun
Fit a non homogeneous Poisson Process
GenEnv.fun
Calculation of simulated envelopes
globalval.fun
Perform a global validation analysis for a NHPP
graphrate.fun
Plot fitted and empirical PP occurrence rates
graphResCov.fun
Perform lurking variable plots for a set of variables
graphres.fun
Plot NHPP residuals versus time or monotonous variables
graphresU.fun
Validation analysis of PP uniform (generalized) residuals
graphResX.fun
Perform a lurking variable plot
LRTpv.fun
Calculate the p-value of a likelihood ratio test for each...
mlePP-class
Class '"mlePP"' for results of maximum likelihood estimation...
NHPoisson-package
Statistical modelling of non homogeneous Poisson processes
POTevents.fun
Calculate extreme events using a POT approach
profile-methods
Method 'mlePP' for Function 'profile'
resQQplot.fun
Perform a qqplot for the residuals of a NHPP
simNHP.fun
Generate the occurrence points of a NHPP
stepAICmle.fun
Choose the best PP model by AIC in a stepwise algorithm
testlik.fun
Likelihood ratio test to compare two nested models
transfH.fun
Transform a NHPP into a HPP
unifres.fun
Calculate exponential and uniform (generalized) residuals of...
VARbeta.fun
Calculate the covariance matrix of the \hat beta vector.

Files in this package

NHPoisson
NHPoisson/inst
NHPoisson/inst/CITATION
NHPoisson/NAMESPACE
NHPoisson/data
NHPoisson/data/BarTxTn.rda
NHPoisson/R
NHPoisson/R/emplambdaD.fun.r
NHPoisson/R/CalcRes.fun.r
NHPoisson/R/extractAIC_mle.r
NHPoisson/R/posk.fun.r
NHPoisson/R/graphResX.fun.r
NHPoisson/R/CItran.fun.r
NHPoisson/R/GenEnv.fun.r
NHPoisson/R/transfH.fun.r
NHPoisson/R/CIdelta.fun.r
NHPoisson/R/graphrate.fun.r
NHPoisson/R/resSim.fun.r
NHPoisson/R/buscar.r
NHPoisson/R/CalcResD.fun.r
NHPoisson/R/ClassmlePP.r
NHPoisson/R/globalval.fun.r
NHPoisson/R/profile_mlePP.r
NHPoisson/R/resQQplot.fun.r
NHPoisson/R/confintAsin.fun.r
NHPoisson/R/testlik.fun.r
NHPoisson/R/funSim.fun.r
NHPoisson/R/emplambda.fun.r
NHPoisson/R/unifres.fun.r
NHPoisson/R/graphresU.fun.r
NHPoisson/R/LRTpv.fun.r
NHPoisson/R/fitPP.fun.r
NHPoisson/R/stepAICmle.fun.r
NHPoisson/R/Potevents.fun.r
NHPoisson/R/dropAIC.fun.r
NHPoisson/R/checkdim.r
NHPoisson/R/graphResCov.fun.r
NHPoisson/R/simNHP.fun.r
NHPoisson/R/addAIC.fun.r
NHPoisson/R/VARbeta.fun.r
NHPoisson/R/graphres.fun.r
NHPoisson/MD5
NHPoisson/DESCRIPTION
NHPoisson/man
NHPoisson/man/globalval.fun.Rd
NHPoisson/man/emplambda.fun.Rd
NHPoisson/man/graphResCov.fun.Rd
NHPoisson/man/CalcResD.fun.Rd
NHPoisson/man/extractAIC-methods.Rd
NHPoisson/man/stepAICmle.fun.Rd
NHPoisson/man/profile-methods.Rd
NHPoisson/man/graphres.fun.Rd
NHPoisson/man/graphResX.fun.Rd
NHPoisson/man/POTevents.fun.Rd
NHPoisson/man/testlik.fun.Rd
NHPoisson/man/confintAsin.fun.Rd
NHPoisson/man/CIdelta.fun.Rd
NHPoisson/man/graphrate.fun.Rd
NHPoisson/man/GenEnv.fun.Rd
NHPoisson/man/graphresU.fun.Rd
NHPoisson/man/unifres.fun.Rd
NHPoisson/man/dropAIC.fun.Rd
NHPoisson/man/resQQplot.fun.Rd
NHPoisson/man/VARbeta.fun.Rd
NHPoisson/man/simNHP.fun.Rd
NHPoisson/man/mlePP-class.Rd
NHPoisson/man/transfH.fun.Rd
NHPoisson/man/CItran.fun.Rd
NHPoisson/man/CalcRes.fun.Rd
NHPoisson/man/fitPP.fun.Rd
NHPoisson/man/emplambdaD.fun.Rd
NHPoisson/man/BarTxTn.Rd
NHPoisson/man/NHPoisson-package.Rd
NHPoisson/man/addAIC.fun.Rd
NHPoisson/man/LRTpv.fun.Rd