Do places have value?: Quantifying the intrinsic value of housing neighborhoods using MGWR

M Sachdeva, S Fotheringham, Z Li - Journal of Housing Research, 2022 - Taylor & Francis
Real estate market analysis has long been an active area of inquiry and one that reveals
much about people's preferences regarding housing attributes. It is well-known that house …

House price estimation using an eigenvector spatial filtering approach

MJ McCord, J McCord, PT Davis, M Haran… - International Journal of …, 2020 - emerald.com
Purpose Numerous geo-statistical methods have been developed to analyse the spatial
dimension and composition of house prices. Despite these advances, spatial filtering …

How homestead exemptions can counteract regressivity in property tax assessments

R Rakow - Journal of Property Tax Assessment & …, 2024 - researchexchange.iaao.org
Evidence presented in several recent academic studies using national datasets indicates
widespread regressivity in property tax assessments. This can be due to statutory limits on …

Survey on the use of automated valuation models (AVMs) in government assessment offices: An analysis of AVM use, acceptance, and barriers to more widespread …

PE Bidanset, R Rakow - Journal of Property Tax …, 2022 - researchexchange.iaao.org
Automated valuation models (AVMs) have been demonstrated to help governments promote
more equitable ad valorem property tax assessments at reduced costs and higher …

[PDF][PDF] 一种新的基于全息映射的面板时空地理加权回归模型方法①

范巧, 郭爱君 - 数量经济技术经济研究, 2021 - file.lianxh.cn
研究目标: 架构适应面板数据分析, 基于全息映射的时空地理加权回归模型分析范式. 研究方法:
基于近邻局部点对目标分析局部点的全息映射构建了适应面板数据空间计量局部分析的内生 …

Prediction accuracy for property tax mass appraisal: A comparison between regularized machine learning and the eigenvector spatial filter approach

MJ McCORD, PT Davis… - Journal of Property …, 2022 - researchexchange.iaao.org
Prediction accuracy for mass appraisal has evolved substantially over the last few decades,
facilitated by the revolution in data availability and the advancement of computational …

[PDF][PDF] 地理加权回归模型方法与研究新进展

范巧, 郭爱君 - 数量经济研究, 2021 - file.lianxh.cn
地理加权回归模型是现代空间计量经济学中局部分析的一种重要方法. 本文基于文献述评的方式
, 从空间权重矩阵的设定, 参数估计, 多重共线性的识别与消除, 参数在时空上一致性的假设检验 …

Implementation of geographically weighted regression in automated valuation models in The Netherlands

L Hermans - Journal of Property Tax Assessment & …, 2020 - researchexchange.iaao.org
The implementation of geographically weighted regression (GWR) in automated valuation
models (AVMs) has proven to enhance both precision and accuracy in many different study …

Mass appraisal without statistical estimation: a simplified comparable sales approach based on a spatiotemporal matrix

S Yousfi, J Dubé, D Legros, S Thanos - The Annals of Regional Science, 2020 - Springer
For mass appraisal in real estate, the hedonic pricing method (HPM) tends to be most
commonly used by academic researchers, while the comparable sales approach (CSA) is …

Nationwide mass appraisal modeling in China: feasibility analysis for scalability given Ad valorem property Tax reform

P Davis, M McCord, P Bidanset, M Cusack - 2020 - pure.ulster.ac.uk
Since 2003, the Chinese government has considered introducing an annual property tax,
and while it selected six pilot cities for experimenting with the viability of a mass appraisal …