Inhomogeneous Self-Exciting Process


[Up] [Top]

Documentation for package ‘IHSEP’ version 0.1

Help Pages

IHSEP-package Inhomogeneous Self-exciting Process
asep An IHSEP data set
conv.seq Sequence convolution conv.seq calculates the convolution of two sequences
h.fn Mean Intensity Function of the Self-Exciting Point Process 'h.fn' calculate the values of the mean intensity function of the self-exciting process with given baseline event rate and excitation function at a (fairly large) number of points. Values of the function at other points can be obtained by interpolation (e.g. spline interpolation).
h.fn.exp Mean Intensity of the Self-Exciting Point Process With an Exponential Excitation Function 'h.fn.exp' calculates the mean intensity function h(t) which solves the integral equation h(t)=nu(t)+\int_0^t g(t-s)h(s)ds, t>=q 0 , where the excitation function is exponential: g(t)= gamma_1 e^{-gamma_2 t}.
IHSEP Inhomogeneous Self-exciting Process
mloglik0 Minus loglikelihood of an IHSEP model
mloglik1a Minus loglikelihood of an IHSEP model
mloglik1b Minus loglikelihood of an IHSEP model
mloglik1c Minus loglikelihood of an IHSEP model
mloglik1d Minus loglikelihood of an IHSEP model
mloglik1e Minus loglikelihood of an IHSEP model
sepp.resid Calculate the self exciting point process residuals
simHawkes0 Simulate a Hawkes process, or Self-exciting point process
simHawkes1 Simulate a Hawkes process, or Self-exciting point process
simPois Simulate a Poisson process
simPois0 Simulate a Poisson process