Studies dealt with the traditional method in TS
| References | Method | Application |
|---|---|---|
| Hwang (2011) | ARMA | Construction cost |
| Corrêa et al. (2016) | Auto-Regressive Integrated Moving Average with eXogenous variables and Generalized Auto-Regressive Conditional Heteroscedasticity (WARIMAX-GARCH) | Information technology |
| Zhao et al. (2020) | Casual method + Seasonal ARIMA (SARIMA) | Building cost index |
| Zhao et al. (2019) | Exponential smoothing models (ESM) + SARIMA | Building cost index |
| Rubio et al. (2016) | Fuzzy Time Series (FTS) | Economic applications |
| Naim et al. (2018) | BATS (Exponential smoothing state space with Box-Cox transformation, ARMA errors, Trend and Seasonal components) + TBATS (Trigonometric Exponential smoothing state space with Box-Cox transformation, ARMA errors, Trend and Seasonal components) | Natural gas consumption |
| References | Method | Application |
|---|---|---|
| ARMA | Construction cost | |
| Auto-Regressive Integrated Moving Average with eXogenous variables and Generalized Auto-Regressive Conditional Heteroscedasticity (WARIMAX-GARCH) | Information technology | |
| Casual method + Seasonal ARIMA (SARIMA) | Building cost index | |
| Exponential smoothing models (ESM) + SARIMA | Building cost index | |
| Fuzzy Time Series (FTS) | Economic applications | |
| BATS (Exponential smoothing state space with Box-Cox transformation, ARMA errors, Trend and Seasonal components) + TBATS (Trigonometric Exponential smoothing state space with Box-Cox transformation, ARMA errors, Trend and Seasonal components) | Natural gas consumption |
Source(s): Authors’ own work
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