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UComp (version 4.0.1)

Automatic Unobserved Components and Other Time Series Models

Description

Comprehensive analysis and forecasting of univariate time series using automatic unobserved components models and algorithms. Harvey, AC (1989) . Pedregal DJ and Young PC (2002) . Durbin J and Koopman SJ (2012) . Hyndman RJ, Koehler AB, Ord JK, and Snyder RD (2008) .

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Version

Install

install.packages('UComp')

Monthly Downloads

506

Version

4.0.1

License

GPL-3

Maintainer

Diego J. Pedregal

Last Published

May 15th, 2023

Functions in UComp (4.0.1)

UCdisturb

UCdisturb
PTSsetup

PTSsetup
PTSmodel

PTSmodel
UCcomponents

UCcomponents
PTSestim

PTSestim
PTSvalidate

PTSvalidate
PTS

PTS
PTScomponents

PTScomponents
PTS2modelUC

PTS2modelUC
UC

UC
acft

acft
UCsmooth

UCsmooth
UCvalidate

UCvalidate
USgdp

US GDP
UComp

UComp
UCfilter

UCfilter
UChp

UChp
UCsetup

UCsetup
UCmodel

UCmodel
UCestim

UCestim
airpas

Airpassengers in Spain
extract

extract
dif

dif
armaFilter

armaFilter
conv

conv
auxInvBoxCox

auxInvBoxCox
arma2tsi

arma2tsi
cusum

cusum
modelUC2arma

modelUC2arma
ident

ident
colMedians

colMedians
invBoxCox

invBoxCox
getp0

getp0
ch4

Methane concentration at Cape Grim in Australia
fitted.ETS

fitted.ETS
gdp

Spanish GDP
plotAcfPacf

plotAcfPacf
removeNaNs

removeNaNs
plotBar

plotBar
plot.ETS

plot.ETS
roots

roots
modelUC2PTS

modelUC2PTS
rowMedians

rowMedians
ipi

Spanish Industrial Production Index
residuals.ETS

residuals.ETS
sumStats

sumStats
summary.PTS

summary.PTS
plotSlide

plotSlide
plus_one

plus_one
slide

slide
sales

Sales index for large retailers in Spain
size

size
slideAux

slideAux
zplane

zplane
summary.ETS

summary.ETS
gaussTest

gaussTest
tests

tests
tsDisplay

tsDisplay
predict.UComp

predict.UComp
print.ETS

print.ETS
varTest

varTest
ETSsetup

ETSsetup
AIC.UComp

AIC.UComp
OECDgdp

OECD GDP
ETSestim

ETSestim
ETSmodel

ETSmodel
ETS

ETS
Accuracy

Accuracy
ETScomponents

ETScomponents
BIC.UComp

BIC.UComp
ETSvalidate

ETSvalidate