summary.SpatFD {SpatFD}

Summary of SpatFD objects

Description

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

Usage

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

Arguments

object

Object of class 'SpatFD'.

...

arguments from summary.

Value

For each variable included in the SpatFd object, this functions return: Head of data, Coordinates, Eigenvalues, Mean coefficients, Proportion of explained variance by each component

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

SpatFD

Examples

# Load data
data(AirQualityBogota)

# Create an univariate object using 2 nharm
SFD_PM10 <- SpatFD(PM10, coords = coord[,2:3], basis = "Bsplines", nbasis = 91,
lambda = 0.00002, nharm = 2)
summary(SFD_PM10)