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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…

综合经济学 · 经济学 2021-08-17 Nitish Gupta , Jay Shah , Satwik Gupta , Ruchir Kaul

Experiments on online marketplaces and social networks suffer from interference, where the outcome of a unit is impacted by the treatment status of other units. We propose a framework for modeling interference using a ubiquitous deployment…

统计方法学 · 统计学 2023-08-21 Ariel Boyarsky , Hongseok Namkoong , Jean Pouget-Abadie

The recent availability of large datasets in bio-medicine has inspired the development of representation learning methods for multiple healthcare applications. Despite advances in predictive performance, the clinical utility of such methods…

信号处理 · 电气工程与系统科学 2022-10-18 Neeraj Wagh , Jionghao Wei , Samarth Rawal , Brent M. Berry , Yogatheesan Varatharajah

It was not until the beginning of the 1990s that the effects of information and communication technology on economic growth as well as on the profitability of enterprises raised the interest of researchers. After giving a general…

计算机与社会 · 计算机科学 2012-04-10 Peter Sasvari

The paper proposes a Bayesian multinomial logit model to analyse spatial patterns of urban expansion. The specification assumes that the log-odds of each class follow a spatial autoregressive process. Using recent advances in Bayesian…

计量经济学 · 经济学 2020-08-04 Tamás Krisztin , Philipp Piribauer , Michael Wögerer

Accurate and efficient valuation of property is of utmost importance in a variety of settings, such as when securing mortgage finance to purchase a property, or where residential property taxes are set as a percentage of a property's resale…

应用统计 · 统计学 2023-08-16 Aoife K. Hurley , James Sweeney

In this paper, I endeavour to construct a new model, by extending the classic exogenous economic growth model by including a measurement which tries to explain and quantify the size of technological innovation ( A ) endogenously. I do not…

计量经济学 · 经济学 2018-05-03 Murad Kasim

This study conducts a bibliometric review of scientific literature on the European Union Emissions Trading System (EU ETS) from 2004 to 2024, using research articles from the Scopus database. Using the Bibliometrix R package, we analyze…

统计金融 · 定量金融 2024-11-19 Cristiano Salvagnin

Tackling real-world socio-economic challenges requires designing and testing economic policies. However, this is hard in practice, due to a lack of appropriate (micro-level) economic data and limited opportunity to experiment. In this work,…

Accurate forecasts of the impact of spatial weather and pan-European socio-economic and political risks on hourly electricity demand for the mid-term horizon are crucial for strategic decision-making amidst the inherent uncertainty. Most…

应用统计 · 统计学 2024-12-06 Monika Zimmermann , Florian Ziel

This paper presents an analysis of climate policy instruments for the decarbonisation of the global electricity sector in a non-equilibrium economic and technology diffusion perspective. Energy markets are driven by innovation,…

大气与海洋物理 · 物理学 2014-11-11 J. F. Mercure , P. Salas , A. Foley , U. Chewpreecha , H. Pollitt , P. B. Holden , N. R. Edwards

This study investigates the impact of artificial intelligence (AI) technology on cross-border trade using a qualitative content analysis approach. By synthesizing existing empirical studies, we aim to quantify the overall effect of AI on…

综合经济学 · 经济学 2025-03-19 Jun Cui

We describe a simple spatial model of urban growth for systems of cities at the macroscopic scale, which combines direct interaction between cities and an indirect effect of physical network flows as population growth drivers. The model is…

物理与社会 · 物理学 2018-04-26 Juste Raimbault

This paper studies the macroeconomic impact of economic freedom on foreign direct investments inflows in both global and regional panel analyses involving 156 countries through the period of 1995-2016. Unlike to prior literature, it…

综合经济学 · 经济学 2025-12-02 Yhlas Sovbetov , Mohamed Moussa

In this paper, we provide an integrated systems modeling approach to analyzing global externalities from a microeconomic perspective. Various forms of policy (fiscal, monetary, etc.) have addressed flaws and market failures in models, but…

经济学 · 定量金融 2017-10-10 Agnibho Roy , Abhishek Mohan

Modern machine learning increasingly supports paradigms that are multi-institutional (using data from multiple institutions during training) or cross-institutional (using models from multiple institutions for inference), but the empirical…

机器学习 · 计算机科学 2023-05-02 Josh Gardner , Renzhe Yu , Quan Nguyen , Christopher Brooks , Rene Kizilcec

With continued advances in Geographic Information Systems and related computational technologies, statisticians are often required to analyze very large spatial datasets. This has generated substantial interest over the last decade, already…

统计方法学 · 统计学 2019-05-14 Lu Zhang , Abhirup Datta , Sudipto Banerjee

The widespread adoption of generative artificial intelligence (AI) has fundamentally transformed technological landscapes and societal structures in recent years. Our objective is to identify the primary methodologies that may be used to…

计算机与社会 · 计算机科学 2024-11-15 Carlos J. Costa , Joao Tiago Aparicio , Manuela Aparicio

This paper examines the spatial agglomeration of workers and income in a continuous space-time framework. Local markets feature spatial spillovers and both exogenous and endogenous amenities. Workers relocate to maximise their instantaneous…

理论经济学 · 经济学 2025-02-21 Davide Fiaschi , Cristiano Ricci

Information and communication technologies (ICT) are increasingly seen as key enablers for climate change mitigation measures. They can make existing products and activities more efficient or substitute them altogether. Consequently,…

计算机与社会 · 计算机科学 2020-06-22 Vlad C. Coroamă , Pernilla Bergmark , Mattias Höjer , Jens Malmodin