SpatioTemporal (version 1.1.7)

loglikeSTdim: Dimensions of the STmodel Structure

Description

Function that computes the dimension of several objects in a STmodel object.

Usage

loglikeSTdim(STmodel)

Arguments

STmodel

STmodel object for which dimensions are to be computed.

Value

list containing:

T

Number of observation times.

m

Number of temporal basis functions, including the intercept.

n

Number of distinct locations in the data.

n.obs

Number of observed locations.

p

vector of length m; number of geographic covariates for each temporal basis functions.

L

Number of spatio-temporal covariates

npars.beta.covf

vector of length m; number of parameters for each covariance-function for the beta-fields.

npars.beta.tot

vector of length m; total number of parameters for each beta-fields, including nugget(s).

npars.nu.covf,npars.nu.tot

number of parameters for the nu-field, same distinction as above.

nparam

Total number of parameters, including regression parameters.

nparam.cov

Number of covariance parameters.

See Also

Other likelihood utility functions: calc.iS.X, calc.mu.B, calc.X.iS.X, loglikeSTgetPars, loglikeSTnames

Other STmodel functions: createCV, createDataMatrix, createSTmodel, dropObservations, estimateBetaFields, loglikeST, loglikeSTnaive, predictNaive, processLocation, processLUR, processST, updateCovf, updateSTdataTrend, updateTrend, updateTrend.STdata, updateTrend.STmodel

Examples

# NOT RUN {
##load the data
data(mesa.model)

##compute dimensions for the data structure
loglikeSTdim(mesa.model)
# }