Modelling and Validation of Non Homogeneous Poisson Processes

[Up] [Top]

Documentation for package ‘NHPoisson’ version 3.3

Help Pages

NHPoisson-package Statistical modelling of non homogeneous Poisson processes
addAIC.fun Calculate the AIC for all one-covariate additions to the current model
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
checkdim Choose the best PP model by AIC in 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 Compute 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 a non homogeneous Poisson Process
funSim.fun Calculation of simulated envelopes
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
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
LRTpv.fun Calculate the p-value of a likelihood ratio test for each covariate in the 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 Calculation of simulated envelopes
POTevents.fun Calculate extreme events using a POT approach
profile-method Method 'mlePP' for Function 'profile'
profile-methods Method 'mlePP' for Function 'profile'
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
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 a HPP
VARbeta.fun Calculate the covariance matrix of the \hat beta vector.