Assessment of Energy Price Dynamics: A GAS Model and Quantile Regression Analysis Between Natural Gas, Climate, and Electricity Markets

  • Author
  • Orlando Joaqui-Barandica
  • Co-authors
  • Wilber Jr. Hernandez Rosero , Gina Paola Ramirez Lozada , Cesar Andres Ojeda Echeverry
  • Abstract
  • This study examines the relationship between natural gas prices, climate factors, and electricity prices in Germany, with a focus on the impact of Europe's climate variability and geopolitical issues such as the Russia-Ukraine conflict on energy security and price stability. The research employs a quantitative approach, utilizing the Generalized Autoregressive Scoring (GAS) model and quantile regression to analyze the dynamics of energy prices and their interactions with exogenous variables. The analysis aims to reveal the substantial correlation between natural gas prices and electricity prices, highlighting the significant influence of supply disruptions and political restrictions on gas imports. Additionally, the study explores the mitigating effect of renewable energy sources on electricity price increases and the continued reliance of the German electricity market on natural gas prices. The research provides valuable insights for policymakers and energy market stakeholders in understanding the energy transition and ensuring a stable and sustainable energy supply.

  • Keywords
  • Germany, electricity prices, natural gas, climatic factors, GAS model, quantile regression, energy market, renewable energy, supply chain disruptions.
  • Modality
  • Comunicação oral
  • Subject Area
  • Electricity markets
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  • Energy Subsidies
  • Transportation and (e-) mobility
  • Nuclear Energy in Latam
  • Oil and Gas Markets and Investments
  • Energy Security and Geopolitics
  • Electricity markets
  • Energy and finance
  • Energy demand
  • Country studies
  • Energy and society
  • Energy Policy and Regulation
  • Climate Change: mitigation and adaptation
  • Disruptive innovation and energy transition
  • Energy and macroeconomics
  • Local governments
  • System integration
  • Energy and transport
  • Regional energy integration
  • LNG Markets in Latam
  • Social Dimensions of Energy Transition
  • Variable Renewable Energies
  • Distributed Energy Resources
  • System Integration, Energy Networks and Resilience
  • Energy Investment and Finance
  • Energy Market Design
  • Technology, Innovation and Policies
  • Low Carbon Hydrogen
  • Bioenergy and Biofuels
  • Energy and Development
  • New Supply Chains
  • Future of Utilities
  • Energy Efficiency
  • Energy Modeling
  • Energy and Macroeconomics
  • Energy Subsidies
  • Transportation and (e-) mobility
  • Nuclear Energy in Latam