Financial anomalies in the electricity market: Empirical analysis of spot prices [Anomalías Financieras en el Mercado de Electricidad: Análisis empririco de los precios spot]

A key element that must consider the electricity generators in their operation planning process is the electricity price forecasting. Thus, for this task it is fundamental to identify a forecasting tool. In this direction, this paper presents forecast models for the price of electricity in the Colom...

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Autores:
Tipo de recurso:
Fecha de publicación:
2018
Institución:
Universidad de Medellín
Repositorio:
Repositorio UDEM
Idioma:
spa
OAI Identifier:
oai:repository.udem.edu.co:11407/4860
Acceso en línea:
http://hdl.handle.net/11407/4860
Palabra clave:
Efficiency hypothesis
Electricity markets
Market anomalies
SARIMA-GARCH
Seasonality
Commerce
Costs
Efficiency
Financial data processing
Forecasting
Information systems
Information use
Asymmetric volatility
Conditional autoregressive
Electricity generators
Electricity price forecasting
Empirical analysis
SARIMA-GARCH
Seasonal autoregressive models
Seasonality
Power markets
Rights
License
http://purl.org/coar/access_right/c_16ec
Description
Summary:A key element that must consider the electricity generators in their operation planning process is the electricity price forecasting. Thus, for this task it is fundamental to identify a forecasting tool. In this direction, this paper presents forecast models for the price of electricity in the Colombian market. The different models are based in different schemes such as: autoregressive mobile media, generalized processes of conditional autoregressive heteroscedasticity (ARMA-GARCH), seasonal autoregressive models with mobile average and exogenous regressors (SARIMAX-GARCH). Likewise, using the theory of markets efficiency hypothesis the results show the presence of monthly calendar effects and the presence of nonlinear and asymmetric volatility which changes over time together with an inverse leverage effect. © 2018 AISTI.