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The European Union Emissions Trading System (EU ETS), the world's first and largest cap-and-trade carbon market, is a cornerstone of EU climate policy. This study provides a comprehensive empirical analysis of the EU carbon market's…

Applications · Statistics 2026-04-21 Avirup Chakraborty

Putting a price on carbon -- with taxes or developing carbon markets -- is a widely used policy measure to achieve the target of net-zero emissions by 2050. This paper tackles the issue of producing point, direction-of-change, and density…

Econometrics · Economics 2024-02-21 Andrea Bastianin , Elisabetta Mirto , Yan Qin , Luca Rossini

The European carbon market plays a pivotal role in the European Union's ambitious target of achieving carbon neutrality by 2050. Understanding the intricacies of factors influencing European Union Emission Trading System (EU ETS) market…

Statistical Finance · Quantitative Finance 2024-06-10 Cristiano Salvagnin , Aldo Glielmo , Maria Elena De Giuli , Antonietta Mira

The European Union Emission Trading Scheme is a carbon emission allowance trading system designed by Europe to achieve emission reduction targets. The amount of carbon emission caused by production activities is closely related to the…

General Economics · Economics 2021-08-19 Peng-Fei Dai , Xiong Xiong , Toan Luu Duc Huynh , Jiqiang Wang

The European Union Emission Trading Scheme (EU ETS) is a cornerstone of the EU's strategy to fight climate change and an important device for plummeting greenhouse gas (GHG) emissions in an economically efficient manner. The power industry…

Theoretical Economics · Economics 2021-05-03 Arega Getaneh Abate , Rossana Riccardi , Carlos Ruiz

This paper explores the relationship between economic growth and CO$_2$ emissions across European regions from 1990 to 2022, specifically concerning the dynamics of emissions growth rates through different phases of the European Union…

General Economics · Economics 2024-08-29 Marco Dueñas , Antoine Mandel

The global carbon market is fragmented and characterized by limited pricing transparency and empirical evidence, creating challenges for investors and policymakers in identifying carbon management opportunities. The European Union is among…

Systems and Control · Electrical Eng. & Systems 2026-01-12 Joseph Nyangon , Brecht Seifi

We introduce a model for the evolution of emissions and the price of emissions allowances in a carbon market such as the European Union Emissions Trading System (EU ETS). The model accounts for multiple trading periods, or phases, with…

Mathematical Finance · Quantitative Finance 2020-08-21 Chassagneux Jean-Francois , Chotai Hinesh , Crisan Dan

Carbon pricing has become a central pillar of modern climate policy, with carbon taxes and emissions trading systems (ETS) serving as the two dominant approaches. Although economic theory suggests these instruments are equivalent under…

General Economics · Economics 2025-10-21 Stéphane Crépey , Samuel Drapeau , Mekonnen Tadese

We study the prices of European Emission Allowances (EUA), whereby we analyze their uncertainty and dependencies on related energy prices (natural gas, coal, and oil). We propose a probabilistic multivariate conditional time series model…

Statistical Finance · Quantitative Finance 2023-02-13 Jonathan Berrisch , Sven Pappert , Florian Ziel , Antonia Arsova

We present a novel approach to the pricing of financial instruments in emission markets, for example, the EU ETS. The proposed structural model is positioned between existing complex full equilibrium models and pure reduced form models.…

Pricing of Securities · Quantitative Finance 2015-06-03 Sam Howison , Daniel Schwarz

In 2018, allowance prices in the EU Emission Trading Scheme (EU ETS) experienced a run-up from persistently low levels in previous years. Regulators attribute this to a comprehensive reform in the same year, and are confident the new price…

Econometrics · Economics 2020-03-23 Marina Friedrich , Sébastien Fries , Michael Pahle , Ottmar Edenhofer

In this paper we investigate the causal impact of the European Union Emissions Trading System, a cap-and-trade scheme limiting greenhouse gas emissions of firms, on their environmental performance. Although previous studies have focused…

Econometrics · Economics 2025-12-18 Andrea Ciaccio , Francesco Moscone , Elisa Tosetti

We provide ex-post empirical analysis of the effects of climate policies on carbon dioxide emissions at the aggregate national level. Our results are based on a comprehensive database of 121 countries. As climate policies we examine carbon…

General Economics · Economics 2026-01-14 Emanuel Kohlscheen , Richhild Moessner , Elod Takats

This paper investigates the impact of carbon pricing under the EU Emissions Trading System (EU ETS) on the Italian electricity market, focusing on the carbon cost pass-through rate (CPTR) across market zones during Phases 3 and 4…

Applications · Statistics 2026-04-06 Pierdomenico Duttilo , Francesco Lisi

Existing emissions trading system (ETS) designs inhibit emissions but do not constrain warming to any fxed level, preventing certainty of the global path of warming. Instead, they have the indirect objective of reducing emissions. They…

General Economics · Economics 2021-04-01 John F. Raffensperger

We investigate the economic and environmental impacts of the European Carbon Border Adjustment Mechanism (CBAM) using a multi-country, multi-sector general equilibrium model with input-output linkages. We quantify the general equilibrium…

General Economics · Economics 2026-04-14 Noemi Walczak , Kenan Huremović , Armando Rungi

The European Union Emission Trading System is a prominent market-based mechanism to reduce emissions. While the theory is well understood, we are the first to study the whole cap-and-trade mechanism as a financial market. Analyzing the…

General Finance · Quantitative Finance 2024-08-16 Nicola Borri , Yukun Liu , Aleh Tsyvinski , Xi Wu

This paper introduces a novel Bayesian reverse unrestricted mixed-frequency model applied to a panel of nine European electricity markets. Our model analyzes the impact of daily fossil fuel prices and hourly renewable energy generation on…

Econometrics · Economics 2025-07-01 Francesco Ravazzolo , Luca Rossini , Andrea Viselli

In this paper, we estimate the causal impact (i.e. Average Treatment Effect, ATT) of the EU ETS on GHG emissions and firm competitiveness (primarily measured by employment, turnover, and exports levels) by combining a…

General Economics · Economics 2021-08-17 Nitish Gupta , Jay Shah , Satwik Gupta , Ruchir Kaul
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