纽约市Airbnb价格的决定因素:空间分位数回归方法

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-02-08 DOI:10.1093/jrsssc/qlad001

M. Bernardi, M. Guidolin

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引用次数: 0

摘要

在本文中，我们以纽约市为例，通过开发一个新的数据集来研究Airbnb租金的价格决定因素，该数据集结合了房产和相关服务的属性以及其他作为开放数据的信息。该数据集采用空间分位数半参数回归模型，能够处理房价的内在异质性。结果证实，物业和服务属性在决定租金价格方面发挥着重要作用，而一些变量对价格的影响程度和影响程度不同，取决于所考虑的分位数。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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The determinants of Airbnb prices in New York City: a spatial quantile regression approach

In this paper, we study the price determinants of Airbnb rentals, for the case of New York City, by developing a new dataset, which combines attributes of the property and of the related service, with other information available as open data. This dataset is employed within a spatial quantile semiparametric regression model, able to handle the intrinsic heterogeneity of house prices. The results confirm that property and service attributes play a significant role in determining rental prices, while some variables exert a different impact on prices in magnitude and sign, depending on the quantile considered.

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.