https://github.com/cran/fields
Tip revision: 6769ffc81115fbf0bf7d9c566cf7ac81be0049dc authored by Doug Nychka on 25 July 2005, 00:00:00 UTC
version 3.04
version 3.04
Tip revision: 6769ffc
Krig.find.gcvmin.r
"Krig.find.gcvmin" <-
function (info, lambda.grid, gcv, gcv.fun, tol, verbose = FALSE,
give.warnings = TRUE)
{
ind <- !is.na(gcv)
lambda.grid <- lambda.grid[ind]
gcv <- gcv[ind]
nstep.cv <- length(lambda.grid)
il <- order(gcv)[1]
lambda.gcv <- lambda.grid[il]
gcv.raw <- min(gcv)
if (verbose) {
cat( "#### Call for refined search using",
as.character(substitute( gcv.fun)), fill=TRUE)
cat("Results of coarse search lambda and GCV:", lambda.grid[il],
gcv.raw, fill = TRUE)
}
if ((il > 1) & (il < nstep.cv)) {
out <- golden.section.search(lambda.grid[il - 1], lambda.grid[il],
lambda.grid[il + 1], gcv.fun, f.extra = info, tol = tol *
gcv.raw)
return(out$x)
}
else {
if (give.warnings) {
warning("GCV search gives a minimum at the endpoints of the
grid search")
}
return(lambda.gcv)
}
}