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forecast (version 2.11)

Forecasting functions for time series

Description

Methods and tools for displaying and analysing univariate time series forecasts including exponential smoothing via state space models and automatic ARIMA modelling.

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Version

Install

install.packages('forecast')

Monthly Downloads

137,850

Version

2.11

License

GPL (>= 2)

Maintainer

Rob Hyndman

Last Published

November 4th, 2010

Functions in forecast (2.11)

fitted.Arima

One-step in-sample forecasts using ARIMA models
forecast.StructTS

Forecasting using Structural Time Series models
Arima

Fit ARIMA model to univariate time series
forecast.HoltWinters

Forecasting using Holt-Winters objects
ndiffs

Number of differences
ets

Exponential smoothing state space model
plot.forecast

Forecast plot
dm.test

Diebold-Mariano test for predictive accuracy
gold

Daily morning gold prices
accuracy

Accuracy measures for forecast model
splinef

Cubic Spline Forecast
ses

Exponential smoothing forecasts
BoxCox

Box Cox Transformation
meanf

Mean Forecast
rwf

Random Walk Forecast
forecast.ets

Forecasting using ETS models
arima.errors

ARIMA errors
forecast.Arima

Forecasting using ARIMA or ARFIMA models
auto.arima

Fit best ARIMA model to univariate time series
woolyrnq

Quarterly production of woollen yarn in Australia
forecast

Forecasting time series
seasonaldummy

Seasonal dummy variables
na.interp

Interpolate missing values in a time series
logLik.ets

Log-Likelihood of an ets object
monthdays

Number of days in each season
seasadj

Seasonal adjustment
wineind

Australian total wine sales
thetaf

Theta method forecast
gas

Australian monthly gas production
arfima

Fit a fractionally differenced ARFIMA model
sindexf

Forecast seasonal index
plot.ets

Plot components from ETS model
seasonplot

Seasonal plot
croston

Forecasts for intermittent demand using Croston's method
tsdisplay

Time series display
simulate.ets

Simulation from a time series model