Nothing
set.seed(47)
rpap_data = geoR::grf(40, cov.pars = c(1, 1), nugget = 0.1,
messages = FALSE)
y = rpap_data$data
x = matrix(1, nrow = length(y))
coords = rpap_data$coords
d = ganiso_d(rpap_data$coords, coords2 = rpap_data$coords,
invert = TRUE)
geoR_ml = geoR::likfit(rpap_data, ini = c(1, 1),
cov.model = "matern",
nugget = 0.1, kappa = 1,
psiA = pi/8, psiR = 1.5,
fix.nug = TRUE,
fix.psiA = FALSE,
fix.psiR = TRUE,
fix.kappa = FALSE,
messages = FALSE)
geoR_reml = geoR::likfit(rpap_data, ini = c(1, 1),
cov.model = "matern",
nugget = 0.1, kappa = 1,
psiA = pi/8, psiR = 1.5,
fix.nug = TRUE,
fix.psiA = FALSE,
fix.psiR = TRUE,
fix.kappa = FALSE,
messages = FALSE,
lik.method = "REML")
aniso_coords = geoR::coords.aniso(coords, aniso.pars = geoR_reml$aniso.pars)
rpap_data_noaniso = rpap_data
rpap_data_noaniso$coords = aniso_coords
geoR_reml_noaniso = geoR::likfit(rpap_data_noaniso, ini = c(1, 1),
cov.model = "matern", kappa = 1,
nugget = 0.1, fix.nug = TRUE,
fix.kappa = FALSE,
messages = FALSE,
lik.method = "REML")
geoR_ml_loglik = geoR::loglik.GRF(rpap_data, obj.model = geoR_ml)
geoR_reml_loglik = geoR::loglik.GRF(rpap_data, obj.model = geoR_reml)
geoR_reml_noaniso_loglik = geoR::loglik.GRF(rpap_data_noaniso, obj.model = geoR_reml_noaniso)
kc_ml = geoR::krige.control(obj.model = geoR_ml)
geoR_out = geoR::output.control(messages = FALSE)
geoR_ml_beta = geoR::krige.conv(rpap_data, krige = kc_ml,
locations = cbind(1, 1),
output = geoR_out)$beta.est
kc_reml = geoR::krige.control(obj.model = geoR_reml)
geoR_reml_beta = geoR::krige.conv(rpap_data, krige = kc_reml,
locations = cbind(1, 1),
output = geoR_out)$beta.est
# save output
fpath = system.file("testdata", package = "gear")
fname = paste(fpath, "/ploglik_cmodStd_r_psill_angle_par3.rda", sep = "")
save(x, y, d, coords, geoR_ml, geoR_reml,
geoR_ml_loglik, geoR_reml_loglik, geoR_reml_noaniso_loglik,
geoR_ml_beta, geoR_reml_beta,
compress = "bzip2",
file = fname,
version = 2)
# geoR_ml$info.minimisation.function$par
# geoR_reml$info.minimisation.function$par
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