Comparar métodos
Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.
| Método de Croston para Demanda Intermitente× | O Método Theta× | |
|---|---|---|
| Área | Econometria | Econometria |
| Família | Regression model | Regression model |
| Ano de origem≠ | 1972 | 2000 |
| Autor original≠ | J. D. Croston (1972) | Assimakopoulos & Nikolopoulos |
| Tipo≠ | Intermittent demand time-series forecasting | Univariate time-series forecasting model |
| Fonte seminal≠ | Croston, J. D. (1972). Forecasting and Stock Control for Intermittent Demands. Operational Research Quarterly, 23(3), 289-303. DOI ↗ | Assimakopoulos, V. & Nikolopoulos, K. (2000). The Theta Model: A Decomposition Approach to Forecasting. International Journal of Forecasting, 16(4), 521-530. DOI ↗ |
| Outros nomes | Croston method, intermittent demand forecasting, Croston Yöntemi — Aralıklı Talep Tahmini | theta model, theta forecasting, Theta Yöntemi — M3 Tahmin Yarışması Birincisi |
| Relacionados | 4 | 4 |
| Resumo≠ | Croston's method, introduced by J. D. Croston in 1972, is a time-series forecasting technique built for intermittent demand series in which periods of zero demand are frequent. Instead of forecasting the raw series, it models the size of demand when it occurs and the interval between demand occurrences as two separate processes. | The Theta Method is a univariate time-series forecasting model introduced by Assimakopoulos and Nikolopoulos in 2000. It decomposes a series into two theta lines that capture its long-run trend and its short-run dynamics, forecasts each line separately, and combines them by a weighted average. Its simplicity and accuracy made it the winner of the M3 forecasting competition. |
| ScholarGateConjunto de dados ↗ |
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