NHPoisson: Modelling and Validation of Non Homogeneous Poisson Processes

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

AuthorAna C. Cebrian <acebrian@unizar.es>
Date of publication2015-03-15 10:10:47
MaintainerAna C. Cebrian <acebrian@unizar.es>
LicenseGPL (>= 2)
Version3.1

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

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