Forecasting with R Training Course

Overview

This course allows delegate to fully automate the process of forecasting with R

Requirements

Basic general maths and statistics skills

Programming in any languages recommended but not necessary

Course Outline

Forecasting with R

• Introduction to Forecasting
• Exponential Smoothing
• ARIMA models
• The forecast package

Package ‘forecast’

• accuracy
• Acf
• arfima
• Arima
• arima.errors
• auto.arima
• bats
• BoxCox
• BoxCox.lambda
• croston
• CV
• dm.test
• dshw
• ets
• fitted.Arima
• forecast
• forecast.Arima
• forecast.bats
• forecast.ets
• forecast.HoltWinters
• forecast.lm
• forecast.stl
• forecast.StructTS
• gas
• gold
• logLik.ets
• ma
• meanf
• monthdays
• msts
• na.interp
• naive
• ndiffs
• nnetar
• plot.bats
• plot.ets
• plot.forecast
• rwf
• seasadj
• seasonaldummy
• seasonplot
• ses
• simulate.ets
• sindexf
• splinef
• subset.ts
• taylor
• tbats
• thetaf
• tsdisplay
• tslm
• wineind
• woolyrnq