Predicting Social Inequality in Poland Using Price Dispersion on the Real Estate Market

IF 2.8 2区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY
Tomasz Stachurski, Tomasz Ża̧dło, Alicja Wolny-Dominiak
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Abstract

Measuring and predicting price dispersion on the real estate market is an important issue for both investors and policymakers. Price dispersion in the housing market can be seen as an additional dimension for measuring social inequality and one of the main goals of public policies that focus on life satisfaction and the accumulation of permanent wealth. The article considers the Polish real estate market and proposes the prediction methods of four measures of dispersion. They are based on quantiles and allow overall measurement of dispersion. In the prediction of dispersion measures the plug-in predictors utylizing longitudinal mixed models are proposed. Furthermore, the ex ante prediction accuracy measure called the quantile of absolute prediction errors (QAPE) is assessed using the residual bootstrap estimators. QAPE allows for a comprehensive description of the distribution of prediction errors, thus fostering discussion of possible various market scenarios.

Abstract Image

利用房地产市场的价格离散性预测波兰的社会不平等现象
衡量和预测房地产市场的价格离散度对于投资者和政策制定者来说都是一个重要问题。住房市场的价格离散度可以被视为衡量社会不平等的另一个维度,也是关注生活满意度和永久财富积累的公共政策的主要目标之一。文章以波兰房地产市场为研究对象,提出了四种离散度量的预测方法。这些方法以量化为基础,可以对离散度进行整体测量。在预测分散度时,提出了利用纵向混合模型的插件预测器。此外,还使用残差自举估计法评估了被称为绝对预测误差量值(QAPE)的事前预测准确度。QAPE 可以全面描述预测误差的分布,从而促进对可能出现的各种市场情况的讨论。
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来源期刊
CiteScore
6.30
自引率
6.50%
发文量
174
期刊介绍: Since its foundation in 1974, Social Indicators Research has become the leading journal on problems related to the measurement of all aspects of the quality of life. The journal continues to publish results of research on all aspects of the quality of life and includes studies that reflect developments in the field. It devotes special attention to studies on such topics as sustainability of quality of life, sustainable development, and the relationship between quality of life and sustainability. The topics represented in the journal cover and involve a variety of segmentations, such as social groups, spatial and temporal coordinates, population composition, and life domains. The journal presents empirical, philosophical and methodological studies that cover the entire spectrum of society and are devoted to giving evidences through indicators. It considers indicators in their different typologies, and gives special attention to indicators that are able to meet the need of understanding social realities and phenomena that are increasingly more complex, interrelated, interacted and dynamical. In addition, it presents studies aimed at defining new approaches in constructing indicators.
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