Description Usage Arguments Value
A function to compute the target and gradient for the Bayesian spatiotemporal LGCP.
1 2 | target.and.grad.SpatioTemporalPlusPars(GP, prior, Z, Zt, eta, beta, nis,
cellarea, spatial, gradtrunc, ETA0, tdiff)
|
GP |
an object created using the stGPrealisation function |
prior |
the priors for hte model, created using lgcpPrior |
Z |
the design matrix on the FFT grid |
Zt |
the transpose of the design matrix |
eta |
the paramers eta |
beta |
the parameters beta |
nis |
the cell counts on the FFT grid |
cellarea |
the cell area |
spatial |
the poisson offset |
gradtrunc |
the gradient truncation parameter |
ETA0 |
the initial value of eta |
tdiff |
vector of time differences between time points |
the target and gradient for the spatiotemporal model.
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