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The real estate market is vital to global economies but suffers from significant information asymmetry. This study examines how Large Language Models (LLMs) can democratize access to real estate insights by generating competitive and…

人工智能 · 计算机科学 2025-10-01 Margot Geerts , Manon Reusens , Bart Baesens , Seppe vanden Broucke , Jochen De Weerdt

Do home prices incorporate flood risk in the immediate aftermath of specific flood events, or is it the repeated exposure over the years that plays a more significant role? We address this question through the first systematic study of the…

综合经济学 · 经济学 2026-01-13 Anna Bellaver , Lorenzo Costantini , Ariadna Fosch , Anna Monticelli , David Scala , Marco Pangallo

Policymakers decide on alternative policies facing restricted budgets and uncertain, ever-changing future. Designing public policies is further difficult due to the need to decide on priorities and handle effects across policies. Housing…

多智能体系统 · 计算机科学 2021-10-29 Bernardo Alves Furtado

The emerging system at the European level can be conceptualized as a pattern of relations among member states that tends to be reproduced despite disturbances in individual trajectories. The Markov property is used as an indicator of…

数据分析、统计与概率 · 物理学 2010-01-26 Loet Leydesdorff , Nienke Oomes

The notion that an independent central bank reduces a country's inflation is a controversial hypothesis. To date, it has not been possible to satisfactorily answer this question because the complex macroeconomic structure that gives rise to…

计量经济学 · 经济学 2021-05-17 Philipp F. M. Baumann , Michael Schomaker , Enzo Rossi

We analyze the French housing market prices in the period 1970-2022, with high-resolution data from 2018 to 2022. The spatial correlation of the observed price field exhibits logarithmic decay characteristic of the two-dimensional random…

统计力学 · 物理学 2025-03-28 Antoine-Cyrus Becharat , Michael Benzaquen , Jean-Philippe Bouchaud

Understanding how housing prices respond to spatial accessibility, structural attributes, and typological distinctions is central to contemporary urban research and policy. In cities marked by affordability stress and market segmentation,…

应用统计 · 统计学 2025-06-12 Alvaro Garcia Murga , Manuele Leonelli

Machine learning algorithms are increasingly employed to price or value homes for sale, properties for rent, rides for hire, and various other goods and services. Machine learning-based prices are typically generated by complex algorithms…

理论经济学 · 经济学 2023-02-21 Nikhil Malik , Emaad Manzoor

Urban house prices are strongly associated with local socioeconomic factors. In literature, house price modeling is based on socioeconomic variables from traditional census, which is not real-time, dynamic and comprehensive. Inspired by the…

计量经济学 · 经济学 2018-09-12 Enwei Zhu , Stanislav Sobolevsky

This article examines the economic effects of an increase in the duration of home loans on households, focusing on the French real estate market. It highlights trends in the property market, existing loan systems in other countries (such as…

计算金融 · 定量金融 2024-09-24 Hugo Spring-Ragain

This paper investigates and compares currency substitution between the currencies of Central and Eastern European (CEE) countries and the euro. In addition, we develop a model with microeconomic foundations, which identifies difference…

综合金融 · 定量金融 2017-04-07 Claudiu Tiberiu Albulescu , Dominique Pépin , Stephen Miller

This paper employs the survey data of CHFS (2013) to investigate the impact of housing investment on household stock market participation and portfolio choice. The results show that larger housing investment encourages the household…

综合经济学 · 经济学 2020-01-07 Huirong Liu

Both buyers and sellers face uncertainty in real estate transactions in about when to time a transaction and at what cost. Both buyers and sellers make decisions without knowing the present and future state of the large and dynamic real…

应用统计 · 统计学 2022-01-12 Yuanyuan Zha , Susan T. Parker , James J. Foster , Vadim Sokolov

Real estate contributes significantly to all major economies around the world. In particular, house prices have a direct impact on stakeholders, ranging from house buyers to financing companies. Thus, a plethora of techniques have been…

机器学习 · 计算机科学 2020-09-02 Sarkar Snigdha Sarathi Das , Mohammed Eunus Ali , Yuan-Fang Li , Yong-Bin Kang , Timos Sellis

We demonstrate using multi-layered networks, the existence of an empirical linkage between the dynamics of the financial network constructed from the market indices and the macroeconomic networks constructed from macroeconomic variables…

综合经济学 · 经济学 2019-03-18 Kiran Sharma , Anindya S. Chakrabarti , Anirban Chakraborti

This paper shows that disregarding the information effects around the European Central Bank monetary policy decision announcements biases its international spillovers. Using data from 23 economies, both Emerging and Advanced, I show that…

综合经济学 · 经济学 2023-06-08 Santiago Camara

The research explores the subject of zoning effect on price value of a house in a certain designated zone. Zoning is defined as a land under planned use. This results in price value of the land. As the area of the land decreases an increase…

应用统计 · 统计学 2013-06-27 Prathamesh Muzumdar

The upsurge of real estate involves a variety of factors that have got influenced by many domains. Indeed, the unrecognized sector that would affect the economy for which regulatory proposals are being drafted to keep this in control is the…

I propose an approach to quantify attention to inflation in the data and show that the decrease in the volatility and persistence of U.S. inflation after the Great Inflation period was accompanied by a decline in the public's attention to…

综合经济学 · 经济学 2023-10-24 Oliver Pfäuti

We use a FAVAR model with proxy variables and sign restrictions to investigate the role of the euro area's common output and inflation cycles in the transmission of monetary policy shocks. Our findings indicate that common cycles explain…

计量经济学 · 经济学 2024-12-02 Lukas Berend , Jan Prüser