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Using Machine Learning Models and Actual Transaction Data for Predicting Real Estate Prices
Real estate price prediction is crucial for the establishment of real estate policies and can help real estate owners and agents make informative decisions. The aim of this study is to employ actual transaction data and machine learning models to predict
Ping-Feng Pai, Wen-Chang Wang
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The COVID-19 (also called “SARS-CoV-2”) pandemic is causing a dramatic reduction in consumption, with a further drop in prices and a decrease in workers’ per capita income.
Vincenzo Del Giudice +2 more
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Real Estate Prices, Inflation, and Health Outcomes: Evidence From Developed Economies [PDF]
Population health is a key pillar of the fast-growing economies, but several challenges threaten it. This study scrutinizes the impact of real estate prices (housing rent) and inflation on population health by using advanced economies from 1996 to 2019 ...
Wensheng Bao +3 more
semanticscholar +2 more sources
Neural network hyperparameter optimization for prediction of real estate prices in Helsinki [PDF]
Accurate price evaluation of real estate is beneficial for many parties involved in real estate business such as real estate companies, property owners, investors, banks, and financial institutes.
Jussi Kalliola +2 more
semanticscholar +2 more sources
Analysis of Factors Affecting the Dynamics of Residential Real Estate Prices in Russia
In this paper, we have constructed a VAR model to identify and assess the impact of real interest rate shocks, real estate demand, oil prices, uncertainty, and aggregate business activity on residential real estate prices in Russia.
N. S. Nikitina
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Commercial real estate prices and COVID-19 [PDF]
PurposeThe article analyzes the effects of the coronavirus disease 2019 (COVID-19) pandemic on commercial real estate prices, with a particular focus on European markets.Design/methodology/approachThe authors start by highlighting caveats to bear in mind when referring to direct real estate indices.
Hoesli, Martin, Malle, Richard
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A First Look at the Impact of COVID-19 on Commercial Real Estate Prices: Asset-Level Evidence [PDF]
This is the first paper to examine how the COVID-19 shock transmitted from the asset markets to capital markets. Using a novel measure of the exposure of commercial real estate (CRE) portfolios to the increase in the number of COVID-19 cases (GeoCOVID ...
David C. Ling, Chongyu Wang, Tingyu Zhou
semanticscholar +2 more sources
Role of Behavioral Biases in Real Estate Prices in Pakistan
The study aims to explore the effect of behavioral biases on financial decision making in the real estate sector of Pakistan. The data of a sample of 244 real estate investors are collected through a survey carried out using different sources.
Malik M Asad Saleem +3 more
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Aging and real estate prices in Germany
AbstractExploiting regional heterogeneity in population dynamics across more than 10,000 municipalities in Germany, we provide robust empirical evidence that population aging depresses real estate prices and rents. Using millions of individual real estate listings and detailed demographic data at the municipality level, we estimate that average sales ...
Philipp Breidenbach +2 more
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Design optimization of real estate tax and effect analysis in China [PDF]
Purpose: The objective of this research is to reform the current real estate tax system and establish the real estate tax system suitable for China’s national conditions.Design/methodology: Based on the necessity of the real estate tax reform, the paper ...
Jingjiuan Guo, Aibo Hao, Yipeng Ren
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