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OTexts: Online, open-access textbooks
OTexts: Online, open-access textbooks 2nd edition (2018) using the forecast package 3rd edition (2021) using the tsibble, feasts and fable packages
Forecasting: Principles and Practice (2nd ed)
2nd edition
Forecasting: Principles and Practice (3rd ed)
3rd edition
9.3 Autoregressive models | Forecasting: Principles and Practice (3rd ed)
9.3 Autoregressive models In a multiple regression model, introduced in Chapter 7, we forecast the variable of interest using a linear combination of predictors. In an autoregression model, we forecas...
12.2 Prophet model | Forecasting: Principles and Practice (3rd ed)
A recent proposal is the Prophet model, available via the fable.prophet package. This model was introduced by Facebook (S. J. Taylor & Letham, 2018), originally for forecasting daily data with weekly...
8.3 Autoregressive models | Forecasting: Principles and Practice (2nd ed)
8.3 Autoregressive models In a multiple regression model, we forecast the variable of interest using a linear combination of predictors. In an autoregression model, we forecast the variable of interes...