A Gaussian process regression machine learning model for forecasting retail property prices with Bayesian optimizations and cross-validation

Author:

Xu Xiaojie,Zhang Yun

Publisher

Elsevier BV

Subject

Modeling and Simulation,Applied Mathematics,Analysis,General Decision Sciences

Reference219 articles.

1. Inter-type investment connectedness: A new perspective on China’s booming real estate market;Peng;Glob. Econom. Rev.,2020

2. Spatio-temporal analysis of residential housing, office property, and retail property price index correlations: Evidence from ten Chinese cities;Xu;Int. J. Real Estate Stud.,2023

3. Housing price spillovers in China: A high-dimensional generalized VAR approach;Yang;Reg. Sci. Urban Econ.,2018

4. Housing market spillovers through the lens of transaction volume: A new spillover index approach;Yang;J. Empir. Financ.,2021

5. Corn cash price forecasting;Xu;Am. J. Agric. Econom.,2020

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1. Composite property price index forecasting with neural networks;Property Management;2023-11-03

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3. Numerical Analysis of Gas Hold-Up of Two-Phase Ebullated Bed Reactor;ChemEngineering;2023-10-20

4. Office property price index forecasting using neural networks;Journal of Financial Management of Property and Construction;2023-07-07

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