summary.tuts_wrap: Model comaprison of multiple time-uncertain models based on...

In tuts: Time Uncertain Time Series Analysis

Description

summary.tuts_wrap function returns DIC criteria of multiple models contained in tuts_wrap objects.

Usage

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

Arguments

object	A tuwrap object.
...	optional arguments, not in use in the current version on tuts.

Examples

# Note: Most of models included in tuts package are computationally intensive. In the example
# below I set parameters to meet CRAN<e2><80><99>s testing requirement of maximum 5 sec per example.
# A more practical example would contain N=50 in the first line of the code and n.sim=10000.

#1. Import or simulate the data (a simulation is chosen for illustrative purposes):
DATA=simtuts(N=5,Harmonics=c(4,0,0), sin.ampl=c(10,0, 0), cos.ampl=c(0,0,0),
            trend=0,y.sd=2, ti.sd=0.2)
y=DATA$observed$y.obs
ti.mu=DATA$observed$ti.obs.tnorm
ti.sd= rep(0.2, length(ti.mu))

#2. Fit the models:
n.sim=100
WRAP=tuwrap(y=y,ti.mu=ti.mu,ti.sd=ti.sd,n.sim=n.sim)

#3. Generate summary results:
summary(WRAP)

tuts documentation built on May 1, 2019, 7:56 p.m.