target.and.grad.MultitypespatialPlusPars {lgcp}

target.and.grad.MultitypespatialPlusPars function

Description

A function to compute the taget an gradient for the Bayesian multivariate lgcp

Usage

target.and.grad.MultitypespatialPlusPars(
  GPlist,
  priorlist,
  Zlist,
  Ztlist,
  eta,
  beta,
  nis,
  cellarea,
  spatial,
  gradtrunc
)

Arguments

GPlist

list of Gaussian processes

priorlist

list of priors

Zlist

list of design matrices on the FFT gridd

Ztlist

list of transposed design matrices

eta

LGCP model parameter eta

beta

LGCP model parameter beta

nis

matrix of cell counts on the extended grid

cellarea

the cell area

spatial

the poisson offset interpolated onto the correcy grid

gradtrunc

gradient truncation paramter

Value

the target and gradient