CLUSTER-BASED ECONOMETRIC ANALYSIS OF HOUSE PRICES IN SLOVENIA

被引：0
|
作者：
Verbic, Miroslav [1 ]
Korencan, Peter [2 ]
机构：
[1] Univ Ljubljana, Fac Econ, Kardeljeva Ploscad 17, SI-1000 Ljubljana, Slovenia
[2] Akustika Grp, Vojkova Cesta 58, SI-1000 Ljubljana, Slovenia
来源：
GEODETSKI VESTNIK | 2017年 / 61卷 / 02期
关键词：
analysis of house prices; geographically weighted regression; clustering; regionalisation; GEOGRAPHICALLY WEIGHTED REGRESSION; EXPANSION METHOD; MODELS;
D O I：
10.15292/geodetski-vestnik.2017.02.231-245
中图分类号：
P9 [自然地理学]; K9 [地理];
学科分类号：
0705 ; 070501 ;
摘要：
The main purpose of the article is to investigate the formation of house prices in Slovenia with a combination of geographically weighted regression and hierarchical clustering. It also demonstrates how to operationalize the geographically weighted regression for house price forecasting, tailored to the regional market features. We analyzed data on house sales in Slovenia for 2015 by estimating a global and regional regression models. The effect of location on house value was described by employing house value zones and through regionalisation. Results reveal that location, railway proximity, access to gas network, house area, house age, and area of building and farming lot belonging to a house have a statistically significant effect on house prices.
引用
收藏
页码：231 / 245
页数：15
相关论文
共 50 条
  • [31] PERFORMANCE ANALYSIS OF CLUSTER-BASED PPMB MULTIPROCESSOR SYSTEMS
    WANG, HJ
    JIANG, YD
    WU, HZ
    COMPUTER JOURNAL, 1995, 38 (05): : 355 - 364
  • [32] A cluster-based approach for collaborative design process analysis
    Khah, RM
    Ostrosi, E
    Garro, O
    ADVANCES IN DESIGN, 2006, : 387 - +
  • [33] Student Psychosocial Adjustment Profiles: A Cluster-Based Analysis
    Leme, Vanessa Barbosa Romera
    Penna-de-Carvalho, Aline
    Fernandes, Luana de Mendonca
    Elias, Luciana Carla dos Santos
    REVISTA DE PSICOLOGIA PUCP, 2024, 42 (01): : 115 - 140
  • [34] Cluster-Based Query Expansion
    Kalmanovich, Inna Gelfer
    Kurland, Oren
    PROCEEDINGS 32ND ANNUAL INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2009, : 646 - 647
  • [35] Cluster-based outlier detection
    Lian Duan
    Lida Xu
    Ying Liu
    Jun Lee
    Annals of Operations Research, 2009, 168 : 151 - 168
  • [36] Cluster Integration for the Cluster-Based Instance Selection
    Czarnowski, Ireneusz
    Jedrzejowicz, Piotr
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT I, 2010, 6421 : 353 - 362
  • [37] Cluster-based cumulative ensembles
    Ayad, HG
    Kamel, MS
    MULTIPLE CLASSIFIER SYSTEMS, 2005, 3541 : 236 - 245
  • [38] Cluster-based ensemble of classifiers
    Rahman, Ashfaqur
    Verma, Brijesh
    EXPERT SYSTEMS, 2013, 30 (03) : 270 - 282
  • [39] Cluster-based holey semiconductors
    Huesing, Nicola
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2008, 47 (11) : 1992 - 1994
  • [40] Cluster-based learning in Herefordshire
    Saadi, Hasan
    EDUCATION FOR PRIMARY CARE, 2010, 21 (05) : 330 - 331
12345