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AUTO-REGRESSIVE MODELING [1 record]

Record 1 2026-02-25

English

Subject field(s)
  • Statistics
  • Artificial Intelligence
CONT

Autoregressive modeling is a machine learning technique most commonly used for time series analysis and forecasting that uses one or more values from previous time steps in a time series to create a regression.

Key term(s)
  • auto-regressive modelling
  • auto-regressive modeling

French

Domaine(s)
  • Statistique
  • Intelligence artificielle
CONT

La modélisation autorégressive (AR) pour l'analyse et la prédiction de séries temporelles a toujours suscité un intérêt important en raison de sa simplicité conceptuelle[. Elle utilise] un modèle de régression linéaire dans lequel le signal est expliqué par ses échantillons passés plutôt que par d'autres valeurs, permettant par là même de prédire des valeurs futures.

Spanish

Campo(s) temático(s)
  • Estadística
  • Inteligencia artificial
CONT

Los métodos de extracción de caracteristicas basados en modelización autorregresiva (AR) han demostrado ser particularmente eficientes y relativamente sencillos de implementar […] Estas técnicas, junto con sus variaciones, como los modelos AR con entradas exógenas (ARX) y los modelos AR con media móvil (ARMA), regresan los datos de respuesta estructural a valores pasados […]

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