Sale price classification models for real estate appraisal

IF 1.4 4区工程技术

Revista de la Construccion Pub Date : 2021-01-01 DOI:10.7764/rdlc.20.3.440

Merve Kuru, Onur Yiğit Erdem, G. Calis

引用次数: 1

Abstract

This study aims to determine the parameters that are effective on sale prices and to obtain the functions that determine the appropriate sale price ranges of real estates. In this context, a total of 138 real estates, which are located in Bayraklı district of Izmir, Turkey and that were for sale between April and June 2019, were investigated. The effects of 17 parameters on the sale price of the real estates were examined through statistical analysis. Thirteen parameters that have been determined to be effective have been used in developing the distinctive functions that decide the sale price ranges of real estates. The results show that parameters such as real estate’s area, age, furniture status, central heating system, playground, pool and gym are statistically significant on the sale price of the real estates. In addition, the functions obtained by using these parameters classified 78.3% of real estate sale prices in the correct range.

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房地产估价的销售价格分类模型

本研究旨在确定对销售价格有效的参数，并获得确定房地产适当销售价格范围的函数。在此背景下，对位于土耳其伊兹密尔bayraklyi区的138处房地产进行了调查，这些房地产将于2019年4月至6月期间出售。通过统计分析检验了17个参数对房地产销售价格的影响。已确定的13个有效参数被用于开发决定房地产销售价格范围的独特函数。结果表明，房地产的面积、楼龄、家具状态、集中供暖系统、游乐场、游泳池和健身房等参数对房地产的销售价格有统计学意义。此外，利用这些参数得到的函数将78.3%的房地产销售价格划分在正确的范围内。

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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来源期刊

Revista de la Construccion 工程技术-工程：土木

CiteScore

2.30

自引率

21.40%

发文量

期刊介绍： The Journal of Construction is aimed at professionals, constructors, academics, researchers, companies, architects, engineers, and anyone who wishes to expand and update their knowledge about construction. We therefore invite all researchers, academics, and professionals to send their contributions for assessment and possible publication in this journal. The publications are free of publication charges. OBJECTIVES The objectives of the Journal of Construction are: 1. To disseminate new knowledge in all areas related to construction (Building, Civil Works, Materials, Business, Education, etc.). 2. To provide professionals in the area with material for discussion to refresh and update their knowledge. 3. To disseminate new applied technologies in construction nationally and internationally. 4. To provide national and foreign academics with an internationally endorsed medium in which to share their knowledge and debate the topics raised.