Modelling and Validation of Non Homogeneous Poisson Processes


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Documentation for package ‘NHPoisson’ version 3.2

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NHPoisson-package Statistical modelling of non homogeneous Poisson processes
addAIC.fun AIC of all one-covariate additions to the current model
BarTxTn Barcelona temperature data
buscar Generation of the occurrence points of a NHPP
CalcRes.fun NHPP residuals on overlapping intervals
CalcResD.fun NHPP residuals on disjoint intervals
checkdim Selection of the best model with a stepwise algorithm
CIdelta.fun Confidence intervals for lambda(t) using delta method
CItran.fun Confidence intervals for lambda(t) based on transformation
confintAsin.fun Confidence intervals for the beta parameters
dropAIC.fun Calculate the AIC for all one-covariate deletions from the current model
emplambda.fun Empirical occurrence rates of a NHPP on overlapping intervals
emplambdaD.fun Empirical occurrence rates of a NHPP on disjoint intervals
extractAIC-method Method 'mle' for Function 'extractAIC'
extractAIC-methods Method 'mle' for Function 'extractAIC'
fitPP.fun Fit of a non homogeneous Poisson Process
funSim.fun Simulated envelopes
GenEnv.fun Simulated envelopes
globalval.fun Global validation analysis of a NHPP
graphrate.fun Plot of the fitted and empirical occurrence rate
graphres.fun Plot of the NHPP residuals
graphResCov.fun Lurking variable plots of a set of variables
graphresU.fun Validation analysis of PP uniform (generalized) residuals
graphResX.fun Lurking variable plot
LRTpv.fun Likelihood ratio test of the covariates in a model
mlePP-class Class '"mlePP"' for results of maximum likelihood estimation of Poisson processes with covariates
NHPoisson Statistical modelling of non homogeneous Poisson processes
posk.fun Simulated envelopes
POTevents.fun Calculation of the extreme events using a POT approach
profile-method Method 'mlePP' for Function 'profile'
profile-methods Method 'mlePP' for Function 'profile'
resQQplot.fun QQplot of the residuals of a NHPP
resSim.fun QQplot of the residuals of a NHPP
simNHP.fun Generation of the occurrence points of a NHPP
stepAICmle.fun Selection of the best model with a stepwise algorithm
testlik.fun Likelihood ratio test to compare two nested models
transfH.fun Transforming a NHPP into a HPP
unifres.fun Exponential and Uniform (generalized) residuals of a HPP
VARbeta.fun Covariance matrix of the \hat beta vector.