House price prediction using random forest machine learning technique

AB Adetunji, ON Akande, FA Ajala, O Oyewo… - Procedia Computer …, 2022 - Elsevier
Predicting a price variance rather than a specific value is more realistic and attractive in
many real-world applications. Price prediction can be thought of as a classification issue in …

Reducing carbon footprint inequality of household consumption in rural areas: analysis from five representative provinces in China

M Sun, G Chen, X Xu, L Zhang… - … science & technology, 2021 - ACS Publications
Household consumption carbon footprint and inequality reductions are vital for a sustainable
society, especially for rural areas. This study, focusing on rural China, one of the fastest …

Network analysis of comovements among newly-built residential house price indices of seventy Chinese cities

X Xu, Y Zhang - International Journal of Housing Markets and …, 2024 - emerald.com
Purpose Understandings of house prices and their interrelationships have undoubtedly
drawn a great amount of attention from various market participants. This study aims to …

Uncovering drivers of community-level house price dynamics through multiscale geographically weighted regression: A case study of Wuhan, China

B Lu, Y Ge, Y Shi, J Zheng, P Harris - Spatial Statistics, 2023 - Elsevier
For buyers, investors and urban policy, understanding drivers of community-level house
prices across space and across time, are important for urban management and economic …

The housing status and two-child fertility willingness of floating population: Evidence from the Chinese General Social Survey

S Shao, Z Tian, Y Zhang, B Li - Economic Analysis and Policy, 2023 - Elsevier
In recent years, China's fertility rate shows a declining trend with rapid urbanization and
increasing housing prices. Based on the China General Social Survey (CGSS) data, for the …

The effect of monetary policy on China's housing prices before and after 2017: A dynamic analysis in DSGE model

Z Tan, Q Tang, J Meng - Land Use Policy, 2022 - Elsevier
There is an anomaly of “the more regulation, the more rise” in China's housing market before
2017. However, the anomaly seems to have reversed since 2017. To analyze the …

Regional supply and demand fundamentals in the german housing price boom

L Brausewetter, SL Thomsen, J Trunzer - German Economic Review, 2024 - degruyter.com
Over the last decade, German housing prices have increased unprecedentedly. Drawing on
quality-adjusted housing price data at the district level, we show that regional fundamentals …

Leave or Stay? Antecedents of high-level talent migration in the Pearl River Delta Megalopolis of China: from a perspective of regional differentials in housing prices

C Shen, Y Wang, J Zuo, R Rameezdeen - Chinese Geographical Science, 2023 - Springer
Rapid urbanization and population growth have triggered an increase in urban housing
demand and rising housing prices, which can influence the migration intention of high-level …

Migration, housing constraints, and inequality: A quantitative analysis of China

M Fang, Z Huang - Labour Economics, 2022 - Elsevier
We investigate the role of migration and housing constraints in determining income
inequality within and across Chinese cities. Combining microdata and a spatial equilibrium …

Balancing the scales: How housing supply regulation shapes household wealth inequality in China

X Zheng, X Zhang, X Zou - Cities, 2024 - Elsevier
Given its significant implications for the economy and society, this paper investigates the
impact of housing supply regulation on household wealth inequality. Utilizing data from the …