Modelling and validation of non homogeneous Poisson processes


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Documentation for package ‘NHPoisson’ version 2.0

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NHPoisson-package Statistical modelling of non homogeneous Poisson processes
BarTxTn Barcelona temperature data
buscar Generate the occurrence points of a NHPP
CalcRes.fun Calculate NHPP residuals on overlapping intervals
CalcResD.fun Calculate NHPP residuals on disjoint intervals
CIdelta.fun Confidence intervals for lambda(t) using delta method
CItran.fun Confidence intervals for lambda(t) based on transformation
emplambda.fun Empirical occurrence rates of a NHPP on overlapping intervals
emplambdaD.fun Empirical occurrence rates of a NHPP on disjoint intervals
fitPP.fun Fit a non homogeneous Poisson Process
funSim.fun Calculate simulated envelopes
GenEnv.fun Calculate simulated envelopes
globalval.fun Perform a global validation analysis for a NHPP
graphrate.fun Plot fitted and empirical PP occurrence rates
graphres.fun Plot NHPP residuals versus time or monotonous variables
graphResCov.fun Perform lurking variable plots for a set of variables
graphresU.fun Validation analysis of PP uniform (generalized) residuals
graphResX.fun Perform a lurking variable plot
NHPoisson Statistical modelling of non homogeneous Poisson processes
posk.fun Calculate simulated envelopes
POTevents.fun Calculate extreme events using a POT approach
resQQplot.fun Perform a qqplot for the residuals of a NHPP
resSim.fun Perform a qqplot for the residuals of a NHPP
simNHP.fun Generate the occurrence points of a NHPP
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 a HPP
VARbeta.fun Calculate the variance matrix of the \hat beta vector.