demo/separability.R

In covatest: Tests on Properties of Space-Time Covariance Functions

#--- load packages ---#

library("sp")
library("spacetime")
library("gstat")
library("covatest")

data(air)
ls()

if (!exists("rural")) rural = STFDF(stations, dates, data.frame(PM10 =
                                                                  as.vector(air)))

rr = rural[,"2005::2010"]

unsel = which(apply(as(rr, "xts"), 2, function(x) all(is.na(x))))

r5to10 = rr[-unsel,]

rr_13 <- r5to10[c("DEHE046","DESN049","DETH026","DENW063","DETH061","DEBY047",
                  "DENW065","DEUB029","DENW068","DENI019","DEHE051","DERP016","DENI051"),
                "2005::2006"]


#-- SEPARABILITY TEST --#
sel.staz.sym <- c("DERP016", "DENW065", "DEHE051", "DETH026", "DENW063", "DENI019",
                  "DENW068", "DEHE046", "DEUB029", "DEBY047", "DETH061", "DESN049")


sp.couples.in.sym <- matrix(data = c("DERP016", "DENW065", "DEHE051", "DETH026",
                                     "DENW063", "DENI019", "DENW068", "DEHE046",
                                     "DEUB029", "DEBY047", "DETH061", "DESN049"),
                            ncol = 2, byrow = TRUE)

t.couples.in.sym <- c(1, 2)

couples.sep <- couples(sel.staz = sel.staz.sym, sp.couples.in =
                         sp.couples.in.sym, t.couples.in = t.couples.in.sym,
                       typetest = "sep", typecode = character())

couples.sep <- setzero(x = couples.sep, zero = TRUE, value = 0)

block.sep <- blocks(lb=80, ls=27, matdata = rr_13, pardata1 = 1, pardata2 = 1,
                    stpairs = couples.sep)

covabl.sep <- covablocks(stblocks = block.sep, stpairs = couples.sep, typetest = "sep")

covast.sep <- covastat(matdata = rr_13, pardata1 = 1, pardata2 = 1, stpairs = couples.sep,
                       typetest = "sep")

test.sep <- covaprop(cblock = covabl.sep, cstat = covast.sep, nonseptype = NULL,
                     sign.level = 0.05)