Machine learning and Econometrics
Using machine learning and econometrics methods for commodity price forecasting
There are 9 Articles in this section
Three foundational forecasting models compared
Published by Riccardo Gentilucci. .
Electricity's National Single Price Electric Power Machine learning and EconometricsThree foundational forecasting models compared [ Read all ]
The arrival of foundation models in time series forecasting
Published by Riccardo Gentilucci. .
Strumenti Machine learning and EconometricsNew Machine Learning Forecasting Systems [ Read all ]
Tokens & Transformers: the heart of modern Machine Learning models
Published by Luigi Bidoia. .
Strumenti Machine learning and EconometricsCome una tecnologia unificata ha accelerato l’evoluzione dell’AI [ Read all ]
Machine Learning and Econometrics: Alternative or Complementary Tools?
Published by Luigi Bidoia. .
Strumenti Machine learning and EconometricsIl Machine Learning potrà sostituire l’econometria nelle previsioni, ma non nell’analisi e nella comprensione delle cause di un fenomeno [ Read all ]
Machine Learning in Time Series Forecasting: Introducing Tiny Time Mixers
Published by Riccardo Gentilucci. .
Electricity's National Single Price Electric Power Machine learning and EconometricsThe Cyclical Forecasting of the Hourly National Single Price (PUN) [ Read all ]
From Econometrics to Machine Learning: The Challenge of Forecasting
Published by Riccardo Gentilucci. .
Electricity's National Single Price Electric Power Machine learning and EconometricsThe Case of the Hourly National Single Price (PUN) [ Read all ]
Hourly PUN price: is there a specific “hour” effect?
Published by Emanuele Morelli. .
Electricity's National Single Price Electric Power economic analysis Machine learning and EconometricsAn econometric analysis reveals the existence of a temporal pattern in electricity prices. [ Read all ]
The effect of renewables on the Italian hourly electricity price
Published by Emanuele Morelli. .
Energy Electricity's National Single Price Electric Power Machine learning and EconometricsUn'analisi econometrica sul periodo gennaio 2023 - giugno 2025 [ Read all ]
How renewable energy is changing hourly electricity prices in Italy
Published by Emanuele Morelli. .
Energy Electricity's National Single Price Electric Power Machine learning and EconometricsIn June, the hourly structure of the Italian electricity price (PUN) changed radically, as clearly shown in the graph below. This change fits into a longer-term trend. In recent ye... [ Read all ]