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相关论文: Exploring Drivers of Extreme Housing Prices in Aus…

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In this paper, we investigate the impact of mortgage rates on home prices, and how the impact may be used to help property purchase discussions at individual buyer level and to adjust home price indices across time. A mortgage-rate-adjusted…

综合金融 · 定量金融 2022-07-08 Honggao Cao

Electricity markets are significantly more volatile than other comparable financial or commodity markets. Extreme price outcomes and their transmission between regions pose significant risks for market participants. We examine the…

风险管理 · 定量金融 2022-02-22 Lin Han , Ivor Cribben , Stefan Trueck

Urban housing markets, along with markets of other assets, universally exhibit periods of strong price increases followed by sharp corrections. The mechanisms generating such non-linearities are not yet well understood. We develop an…

计算金融 · 定量金融 2020-04-17 Kirill S. Glavatskiy , Mikhail Prokopenko , Adrian Carro , Paul Ormerod , Michael Harre

In this article, we develop a model for the evolution of real estate prices. A wide range of inputs, including stochastic interest rates and changing demands for the asset, are considered. Maximizing their expected utility, home owners make…

交易与市场微观结构 · 定量金融 2009-07-13 Hazer Inaltekin , Robert Jarrow , Mehmet Saglam , Yildiray Yildirim

Australian house prices have risen strongly since the mid-1990s, but growth has been highly uneven across regions. Raw growth figures obscure whether these differences reflect persistent structural trends or cyclical fluctuations. We…

计量经济学 · 经济学 2025-12-16 Willem P Sijp

In recent years, real estate industry has captured government and public attention around the world. The factors influencing the prices of real estate are diversified and complex. However, due to the limitations and one-sidedness of their…

应用统计 · 统计学 2018-02-23 Yiyang Gu

Since ancient times, what Chinese people have been pursuing is very simple, which is nothing more than "to live and work happily, to eat and dress comfortable". Today, more than 40 years after the reform and opening, people have basically…

机器学习 · 计算机科学 2022-04-21 Yuying Wu , Youshan Zhang

A new methodology is proposed to approximate the time-dependent house price distribution at a fine regional scale using Gaussian mixtures. The means, variances and weights of the mixture components are related to time, location and dwelling…

计量经济学 · 经济学 2024-04-09 Willem P Sijp , Anastasios Panagiotelis

We develop a framework to holistically test for and monitor the impact of different types of events affecting a country's housing market, yet originating from housing-external sources. We classify events along three dimensions leading to…

综合经济学 · 经济学 2025-02-06 Anja Hahn , Sanela Omerovic , Sofie Waltl

I show that house prices can be modeled using machine learning (kNN and tree-bagging) and a small dataset composed of macro-economic factors (MEF), including an inflation metric (CPI), US treasury rates (10-yr), Gross Domestic Product…

统计金融 · 定量金融 2025-05-16 Nicolas Houlié

We represent the functioning of the housing market and study the relation between income segregation, income inequality and house prices by introducing a spatial Agent-Based Model (ABM). Differently from traditional models in urban…

经济学 · 定量金融 2018-10-23 Marco Pangallo , Jean Pierre Nadal , Annick Vignes

We analyze how equilibrium housing prices are determined in the process of economic development within an overlapping generations model with perfect housing and rental markets. We characterize the rent growth rate in all equilibria. The…

理论经济学 · 经济学 2025-05-09 Tomohiro Hirano , Alexis Akira Toda

We study how the general public perceives the link between monetary policy and housing markets. Using a large-scale, cross-country survey experiment in Austria, Germany, Italy, Sweden, and the United Kingdom, we examine households'…

综合经济学 · 经济学 2026-01-21 Philipp Poyntner , Sofie R. Waltl

First, we emphasize that the real estate price peaks which are currently under way in many industrialized countries (one important exception is Japan) share many of the characteristics of previous historical price peaks. In particular, we…

物理与社会 · 物理学 2007-05-23 Bertrand M. Roehner

In this study interest centers on regional differences in the response of housing prices to monetary policy shocks in the US. We address this issue by analyzing monthly home price data for metropolitan regions using a factor-augmented…

计量经济学 · 经济学 2018-02-19 Manfred M. Fischer , Florian Huber , Michael Pfarrhofer , Petra Staufer-Steinnocher

Our paper aims to model and forecast the electricity price by taking a completely new perspective on the data. It will be the first approach which is able to combine the insights of market structure models with extensive and modern…

交易与市场微观结构 · 定量金融 2016-10-18 Florian Ziel , Rick Steinert

House price increases have been steady over much of the last 40 years, but there have been occasional declines, most notably in the recent housing bust that started around 2007, on the heels of the preceding housing bubble. We introduce a…

应用统计 · 统计学 2014-11-21 Jie Peng , Debashis Paul , Hans-Georg Müller

An accurate prediction of house prices is a fundamental requirement for various sectors including real estate and mortgage lending. It is widely recognized that a property value is not solely determined by its physical attributes but is…

机器学习 · 计算机科学 2024-02-07 Hemlata Sharma , Hitesh Harsora , Bayode Ogunleye

Wholesale electricity markets are increasingly integrated via high voltage interconnectors, and inter-regional trade in electricity is growing. To model this, we consider a spatial equilibrium model of price formation, where constraints on…

计量经济学 · 经济学 2018-04-24 Michael Stanley Smith , Thomas S. Shively

Excessive house price growth was at the heart of the financial crisis in 2007/08. Since then, many countries have added cooling measures to their regulatory frameworks. It has been found that these measures can indeed control price growth,…

综合金融 · 定量金融 2021-08-27 Wolfgang Karl Härdle , Rainer Schulz , Taojun Sie
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