GPdrv2_Multitype: GPdrv2_Multitype function

In lgcp: Log-Gaussian Cox Process

GPdrv2_Multitype function

Description

A function to compute the second derivatives of the log target for the multivariate model with respect to the paramters of the latent field. Not intended for general use.

Usage

GPdrv2_Multitype(
  GPlist,
  priorlist,
  Zlist,
  Ztlist,
  etalist,
  betalist,
  nis,
  cellarea,
  spatial,
  gradtrunc,
  fftgrid,
  covfunction,
  d,
  eps = 1e-06,
  k
)

Arguments

GPlist	a list of objects of class GPrealisation
priorlist	list of priors for the model
Zlist	list of design matirices on the FFT grid
Ztlist	list of transpose design matrices
etalist	list of parameters, eta, for each realisation
betalist	clist of parameters, beta, for each realisation
nis	cell counts of each type the extended grid
cellarea	the cell area
spatial	list of poisson offsets for each type
gradtrunc	gradient truncation parameter
fftgrid	an object of class FFTgrid
covfunction	list giving the choice of covariance function for each type, see ?CovFunction
d	matrix of toral distances
eps	the finite difference step size
k	index of type for which to compute the gradient and hessian

Value

first and second derivatives of the log target for tyupe k at the specified paramters Y, eta and beta

lgcp documentation built on Oct. 3, 2023, 5:08 p.m.