summary.COKS_pred {SpatFD}

Summary of COKS_pred objects

Description

This functions shows a summary of the main objects of COKS_pred objects.

Usage

  ## S3 method for class 'COKS_pred'
summary(object, ...)

Arguments

object

Object of class 'COKS_pred'.

...

arguments from summary

Value

This functions prints according to method computed: eigenvalues, variance of prediction and each of the models.

Author(s)

Joan Nicolás Castro [e-mail].

References

Bohorquez, M., Giraldo, R., & Mateu, J. (2016). Multivariate functional random fields: prediction and optimal sampling. Stochastic Environmental Research and Risk Assessment, 31, pages53–70 (2017).

See Also

COKS_scores_lambdas

Examples

data(COKMexico)
SFD_PM10_NO2 <- SpatFD(Mex_PM10, coords = coord_PM10, 
basis = "Fourier", nbasis = 21, lambda = 0.000001, nharm = 2)
SFD_PM10_NO2 <- SpatFD(NO2, coords = coord_NO2, 
basis = "Fourier", nbasis = 27, lambda = 0.000001, 
nharm = 2,add = SFD_PM10_NO2)
model1 <- gstat::vgm(647677.1,"Gau",23317.05)
model1 <- gstat::vgm(127633,"Wav",9408.63, add.to = model1)
newcoords <- data.frame(x = 509926,y = 2179149)
coks <- COKS_scores_lambdas(SFD_PM10_NO2,newcoords,model1)
summary(coks)