summary.spTD: Summary statistics of the parameters.

In spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models

Summary statistics of the parameters.

Description

This function is used to obtain MCMC summary statistics.

Usage

## S3 method for class 'spTD'
summary(object, digits=4, package="spTDyn", coefficient=NULL, ...)

## 

Arguments

object	Object of class inheriting from "spTD".
digits	Rounds the specified number of decimal places (default 4).
package	If "coda" then summary statistics are given using coda package. Defaults value is "spTDyn".
coefficient	Takes values: "spatial", "temporal" and "rho" for summary statistics of spatial, temporal and rho coefficients respectively. If NULL then provides parameter summary without spatial and temporal coefficients.
...	Other arguments.

Value

sig2eps	Summary statistics for σ_ε^2.
sig2eta	Summary statistics for σ_η^2.
phi	Summary statistics for spatial decay parameter φ, if estimated using decay.
...	Summary statistics for other parameters used in the models.

See Also

GibbsDyn.

Examples

## Not run: 
##

summary(out) # where out is the output from spT class
summary(out, digit=2) # where out is the output from spT class
summary(out, pack="coda") # where out is the output from spT class
summary(out, coefficient="spatial") # for spatially varying coefficients
summary(out, coefficient="temporal") # for temporally varying coefficients

##

## End(Not run)

spTDyn documentation built on Nov. 22, 2022, 5:07 p.m.